Paper Citation Record · LEDGER

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale

As of 16 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 41 inbound Pith citation observations for arXiv:2412.05237.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2412.05237 v2

Coverage vector

measured 59 of 59 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T20:56:42.553926Z

measured 100 of 100 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 41 of 41 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:02:43.013019Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-04T19:40:07.154168Z

Reference resolution

59 of 59 outbound references displayed

verified exact0
verified fuzzy33
unresolved25
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a7e3bc64-1496-4982-83c9-d097eb620ec9 · outbound

This paper cites Consider factors like the amount of detail, depth of content, and how well the conversation and image complement each other in conveying comprehensive information.

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale Consider factors like the amount of detail, depth of content, and how well the conversation and image complement each other in conveying comprehensive information

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:56:43.388029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 054f2f9d-603c-4a8a-93be-addcd88cacf1 · outbound

This paper cites 1: Very low relevance, the conversation and image are almost unrelated.

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale 1: Very low relevance, the conversation and image are almost unrelated

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:56:43.374735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation cc6065a3-20e9-46f8-8459-6ed942434c6f · outbound

This paper cites - Instructions should require the responder to infer and utilize visual information that may not be explicitly stated in the instruction.

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale - Instructions should require the responder to infer and utilize visual information that may not be explicitly stated in the instruction

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:56:43.280677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 490add22-3660-420b-837b-e23c3c1befcd · outbound

This paper cites HQ-Edit: A High-Quality Dataset for Instruction-based Image Editing.

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale HQ-Edit: A High-Quality Dataset for Instruction-based Image Editing

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T20:56:42.304858Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3ca2bd3-d272-46fd-90f0-d7db42ebe564 · outbound

This paper cites an unresolved cited work.

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-11T20:56:43.201089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation b4673661-6c40-4a8d-9570-0215e2079d1e · outbound

This paper cites an unresolved cited work.

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-11T20:56:43.187488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 980537b2-f3a8-42a7-b1fc-9a4aea3d719d · outbound

This paper cites The AI assistant’s tone should be neutral and professional.

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale The AI assistant’s tone should be neutral and professional

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:56:43.174186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3ef78003-fb41-4d07-9f99-2ff4665ba8e7 · outbound

This paper cites an unresolved cited work.

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-11T20:56:43.161023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation aca66697-c216-4715-85eb-db3bbc45ccd8 · outbound

This paper cites an unresolved cited work.

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-11T20:56:43.147364Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation eed179a7-2c03-447d-9158-87fb19a44461 · outbound

This paper cites an unresolved cited work.

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-11T20:56:43.361513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 87f8965e-ac06-4893-8272-94b9129eb785 · outbound

This paper cites ##Instruction##:.

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale ##Instruction##:

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:56:43.348657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation b148c89e-0327-4551-9f70-ee52fd209962 · outbound

This paper cites - Ensure the response is exhaustive, covering each stage required to reach the final answer, while considering all details from the image.

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale - Ensure the response is exhaustive, covering each stage required to reach the final answer, while considering all details from the image

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:56:43.335367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 6be6ebf7-3f10-445b-b57b-f662655085a7 · outbound

This paper cites - Do not include additional text or explanations outside of the required <response>.

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale - Do not include additional text or explanations outside of the required <response>

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:56:43.321865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 64cfea06-9afa-416f-94cb-01c1057aed1f · outbound

This paper cites - Ensure each instruction is unique, complex, and related to the given caption and task type.

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale - Ensure each instruction is unique, complex, and related to the given caption and task type

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:56:43.308063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation f7af23c8-b25c-4102-bae2-fa3514812dc7 · outbound

This paper cites - Include in-depth explanations, multiple perspectives, or detailed steps where appropriate.

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale - Include in-depth explanations, multiple perspectives, or detailed steps where appropriate

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:56:43.294173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation ce8a3843-e2d8-4493-886b-a25fdc9c48fa · outbound

This paper cites - Your output should only consist of the generated <instruction, response>pairs.

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale - Your output should only consist of the generated <instruction, response>pairs

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:56:43.267094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation df65a6b5-4dd1-422a-8665-cc84b0be16fb · outbound

This paper cites an unresolved cited work.

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-11T20:56:43.253434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 40563e0b-3ebc-49c3-b367-f67209f86610 · outbound

This paper cites an unresolved cited work.

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-11T20:56:43.240261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation fc48d593-b713-45aa-9cf9-890626096fec · outbound

This paper cites an unresolved cited work.

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-11T20:56:43.226927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation f3d01dc4-bc1c-412b-ae5b-597e5a70fb7d · outbound

This paper cites an unresolved cited work.

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-11T20:56:43.214043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 2e351fad-485c-4cb8-9b66-58744fa51813 · outbound

This paper cites an unresolved cited work.

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-11T20:56:43.133911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 913ca96c-b55e-466b-9c47-49cc2c28c219 · outbound

This paper cites an unresolved cited work.

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-11T20:56:43.119616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 4d193954-d9f8-4d00-bb40-e2f84bb6f8cb · outbound

This paper cites Super VGA Graphics.

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale Super VGA Graphics

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:56:43.105600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 1f77e1e9-d855-4f88-9bb8-7582f74f9eff · outbound

This paper cites Northgate Graphics Card.

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale Northgate Graphics Card

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:56:43.091654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 539d5bcb-684a-4321-8e20-43a0789c63d0 · outbound

This paper cites OS/2 READY!.

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale OS/2 READY!

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:56:43.077927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 6b5f87fc-730f-4293-bc35-8741f4262f05 · outbound

This paper cites 101-key Click-Tactile Enhanced Keyboard,.

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale 101-key Click-Tactile Enhanced Keyboard,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:56:43.064701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 05522b21-9ea1-44eb-b387-2d966eb21eb9 · outbound

This paper cites an unresolved cited work.

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-11T20:56:43.051481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 904d6eff-a0b2-4b48-96fa-332ced07725d · outbound

This paper cites This mismatch leads to an incorrect average.

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale This mismatch leads to an incorrect average

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:56:43.037650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation e900687f-ad93-4835-941a-9c0e0085164e · outbound

This paper cites average is 60% and Germany’s average is 61.75%, but the recalculated averages (60.75% for the U.S.

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale average is 60% and Germany’s average is 61.75%, but the recalculated averages (60.75% for the U.S

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:56:43.023454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 54d70588-0b2e-4121-93f7-41eed9c3ffda · outbound

This paper cites more consistent and stable support for NATO.

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale more consistent and stable support for NATO

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:56:43.009172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 555f2412-66db-4963-9312-45eedd7579aa · outbound

This paper cites For example, U.S.

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale For example, U.S

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:56:42.995561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3455b15b-5e85-434e-bac7-6b50a21dac3c · outbound

This paper cites and 61.75% for Germany) without clarifying that this is an approximation, which can lead to a misrepresentation of the actual differences.

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale and 61.75% for Germany) without clarifying that this is an approximation, which can lead to a misrepresentation of the actual differences

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:56:42.982482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 901f17e3-9726-49fd-b0e8-937bbf6e10da · outbound

This paper cites - The sum of the angles in this triangle is also 180◦.

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale - The sum of the angles in this triangle is also 180◦

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:56:42.968056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation b42b6478-f991-4be7-a496-d5e8ef540d19 · outbound

This paper cites - Therefore: ∠1 +∠2 = 180 ◦ - Substituting the value of∠1we found earlier: 70◦ +∠2 = 180 ◦ - Solving for∠2: ∠2 = 180◦ −70 ◦ = 110◦.

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale - Therefore: ∠1 +∠2 = 180 ◦ - Substituting the value of∠1we found earlier: 70◦ +∠2 = 180 ◦ - Solving for∠2: ∠2 = 180◦ −70 ◦ = 110◦

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:56:42.954478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation c2922e6a-7666-46d4-a238-e5e9f64f3d5c · outbound

This paper cites Revised Answer: The answer is D.

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale Revised Answer: The answer is D

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:56:42.941111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 81f423b2-4dc5-4184-8c7e-8229c6c45d7c · outbound

This paper cites -Runner B runs 3 times as fast as A and also starts from the origin.

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale -Runner B runs 3 times as fast as A and also starts from the origin

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:56:42.927262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation f5c44316-db32-428b-a3cb-8efed150cfed · outbound

This paper cites - Since B runs 3 times as fast as A, if A runs a distancedin timet, B will run3din the same timet.

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale - Since B runs 3 times as fast as A, if A runs a distancedin timet, B will run3din the same timet

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:56:42.914158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 62d4022c-fa17-4097-876f-2faf66eff398 · outbound

This paper cites - The coordinates of B are(3t,0).

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale - The coordinates of B are(3t,0)

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:56:42.900446Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d8e8f750-2c8d-4bff-98b4-480b5edc4ab6 · outbound

This paper cites - The angle formed by the line connecting the observer to A is α= tan −1 1 t.

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale - The angle formed by the line connecting the observer to A is α= tan −1 1 t

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:56:42.886119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation b8e30063-a3cb-484a-bbd5-807401b100d7 · outbound

This paper cites - Using calculus, we can find the critical points by taking the derivative ofα−βwith respect totand setting it to zero.

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale - Using calculus, we can find the critical points by taking the derivative ofα−βwith respect totand setting it to zero

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:56:42.872633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation b4cfc01e-b388-42e7-a6d4-037225beb783 · outbound

This paper cites an unresolved cited work.

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-11T20:56:42.859405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 2797f5f0-7bfd-483d-8f93-4c5eedd29495 · outbound

This paper cites an unresolved cited work.

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-08-11T20:56:42.846098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 530c6f4c-cc36-4f3c-a3a2-654484d1f954 · outbound

This paper cites an unresolved cited work.

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-08-11T20:56:42.832931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation a8beddf4-177a-4e1d-846d-074e5c626f84 · outbound

This paper cites Thus, the maximum angle of sight between the observer’s view of A and B is30 ◦.

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale Thus, the maximum angle of sight between the observer’s view of A and B is30 ◦

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:56:42.819339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 8ddba92c-9056-4f49-8d3f-57b9aea6b5d4 · outbound

This paper cites The Roman line starts at a higher population and declines over time.

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale The Roman line starts at a higher population and declines over time

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:56:42.805306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation dc558812-2717-4c1b-9559-6d14575b7488 · outbound

This paper cites However, it does not explain why the Roman population started higher and declined more significantly than the Han population.

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale However, it does not explain why the Roman population started higher and declined more significantly than the Han population

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:56:42.790869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 8767b64b-a356-446f-8d1e-104702836751 · outbound

This paper cites an unresolved cited work.

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale Unresolved cited work

Reference 55

Resolution: unresolved; raw_fallback, observed 2026-08-11T20:56:42.775144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 48a2578c-abd0-4dd5-b703-9720487a0112 · outbound

This paper cites - The sum of these two angles is: 28◦ + 82◦ = 110◦.

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale - The sum of these two angles is: 28◦ + 82◦ = 110◦

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:56:42.761651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d7f946ae-e8bb-489d-ac2d-a034ef99c923 · outbound

This paper cites an unresolved cited work.

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale Unresolved cited work

Reference 57

Resolution: unresolved; raw_fallback, observed 2026-08-11T20:56:42.746892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 0ef85754-7f1e-44bd-9912-88d3a5333eab · outbound

This paper cites - The sum of these two angles is: 68◦ + 70◦ = 138◦.

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale - The sum of these two angles is: 68◦ + 70◦ = 138◦

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:56:42.733029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 55a1a368-25a4-4e9a-ab79-2de937aff977 · outbound

This paper cites Meh... Don’t worry about it. I’m a New Englander, so I’m used to it.

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale Meh... Don’t worry about it. I’m a New Englander, so I’m used to it

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T20:56:42.718088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation ab998c48-f02e-47b6-8dd6-bd14219e26c9 · outbound

This paper cites MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts.

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts

Reference 233

Resolution: unresolved; no resolver link, observed 2026-08-11T20:56:42.316302Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52d23f46-1c7e-4ab5-ada8-1cdc7367bec6 · outbound

This paper cites Perception Test: A Diagnostic Benchmark for Multimodal Video Models.

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale Perception Test: A Diagnostic Benchmark for Multimodal Video Models

Reference 2012

Resolution: unresolved; no resolver link, observed 2026-08-11T20:56:42.326943Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51ff339f-1a4a-4af2-aad2-3e22e2e8b2d5 · outbound

This paper cites Large Language Models are Zero-Shot Reasoners.

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale Large Language Models are Zero-Shot Reasoners

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-11T20:56:42.310449Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ce2f54f-6743-40d0-b54f-ed1e5658e3c8 · outbound

This paper cites Qwen Technical Report.

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale Qwen Technical Report

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-11T20:56:42.288573Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01d11d0a-bccf-47c5-b7a6-7b1465b2282e · outbound

This paper cites A-OKVQA: A Benchmark for Visual Question Answering using World Knowledge.

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale A-OKVQA: A Benchmark for Visual Question Answering using World Knowledge

Reference 2022

Resolution: malformed identifier; no resolver link, observed 2026-08-11T20:56:42.333159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7469164e-c094-46e2-821e-e7581b72d8a0 · outbound

This paper cites G-LLaVA: Solving Geometric Problem with Multi-Modal Large Language Model.

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale G-LLaVA: Solving Geometric Problem with Multi-Modal Large Language Model

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-11T20:56:42.299616Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dbe0194a-c4aa-44c5-aa3a-1bf5f8819249 · outbound

This paper cites Are We on the Right Way for Evaluating Large Vision-Language Models?.

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale Are We on the Right Way for Evaluating Large Vision-Language Models?

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-11T20:56:42.294503Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0fa03c66-b29c-45aa-8eb7-7200d57f6a63 · outbound

This paper cites WildVision: Evaluating Vision-Language Models in the Wild with Human Preferences.

MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale WildVision: Evaluating Vision-Language Models in the Wild with Human Preferences

Reference 2521

Resolution: unresolved; no resolver link, observed 2026-08-11T20:56:42.321445Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 37976e9a-38a0-43ba-b502-0c0f2ee8555e · inbound

FastVLM: Efficient Vision Encoding for Vision Language Models cites this paper.

FastVLM: Efficient Vision Encoding for Vision Language Models MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-11T13:19:23.188483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c46585a1-cbc9-40e3-9432-9fe4c0339963 · inbound

Visual Large Language Models for Generalized and Specialized Applications cites this paper.

Visual Large Language Models for Generalized and Specialized Applications MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale

Reference 294

Resolution: unresolved; no resolver link, observed 2026-08-10T22:08:10.041348Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f02c1b66-f08c-445d-a481-2881b210d20a · inbound

Ola: Pushing the Frontiers of Omni-Modal Language Model cites this paper.

Ola: Pushing the Frontiers of Omni-Modal Language Model MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-08T22:47:39.147822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b93518cb-dc78-4422-81fb-50abce96ca5d · inbound

Qwen2.5-VL Technical Report cites this paper.

Qwen2.5-VL Technical Report MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-23T02:25:19.077389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d37b096c-0952-4d52-aa29-37be6b437a11 · inbound

R1-Onevision: Advancing Generalized Multimodal Reasoning through Cross-Modal Formalization cites this paper.

R1-Onevision: Advancing Generalized Multimodal Reasoning through Cross-Modal Formalization MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-16T00:19:20.527581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 0ccbae95-297b-469a-988f-6eacb9334bb8 · inbound

Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey cites this paper.

Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale

Reference 256

Resolution: verified exact; arxiv_id, observed 2026-05-15T17:18:53.580628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7df89b55-a208-4c96-8197-b601b33a9e54 · inbound

OpenVLThinker: Complex Vision-Language Reasoning via Iterative SFT-RL Cycles cites this paper.

OpenVLThinker: Complex Vision-Language Reasoning via Iterative SFT-RL Cycles MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-19T06:59:03.395929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 8ef85ad1-efd7-4ce8-b69a-92e49a222d70 · inbound

SmolVLM: Redefining small and efficient multimodal models cites this paper.

SmolVLM: Redefining small and efficient multimodal models MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-13T20:23:51.709217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 25744b38-c729-4498-af55-83cf671defc5 · inbound

Generative AI Act II: Test Time Scaling Drives Cognition Engineering cites this paper.

Generative AI Act II: Test Time Scaling Drives Cognition Engineering MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale

Reference 101

Resolution: unresolved; no resolver link, observed 2026-08-16T12:02:43.013019Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4cdf063-283d-4c84-8323-2a416e55d54e · inbound

IV-Bench: A Benchmark for Image-Grounded Video Perception and Reasoning in Multimodal LLMs cites this paper.

IV-Bench: A Benchmark for Image-Grounded Video Perception and Reasoning in Multimodal LLMs MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-16T11:32:28.033287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e98f92c9-47e8-4a08-a328-0c1cdccc6de9 · inbound

Prioritizing Image-Related Tokens Enhances Vision-Language Pre-Training cites this paper.

Prioritizing Image-Related Tokens Enhances Vision-Language Pre-Training MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-15T21:49:27.806428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 954eea10-c87b-43cf-9ec2-6b1c8ad09be5 · inbound

Emerging Properties in Unified Multimodal Pretraining cites this paper.

Emerging Properties in Unified Multimodal Pretraining MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-05-10T16:23:42.186601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 703e8ac5-584c-48aa-bd45-2f71d209e61b · inbound

Circle-RoPE: Cone-like Decoupled Rotary Positional Embedding for Large Vision-Language Models cites this paper.

Circle-RoPE: Cone-like Decoupled Rotary Positional Embedding for Large Vision-Language Models MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-22T14:21:39.771573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 74420e64-e9bf-490e-9bad-8518905b5848 · inbound

LLaDA-V: Large Language Diffusion Models with Visual Instruction Tuning cites this paper.

LLaDA-V: Large Language Diffusion Models with Visual Instruction Tuning MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale

Reference 55

Resolution: verified exact; arxiv_id, observed 2026-05-17T03:46:06.232126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 535af07f-bec3-4081-8631-57ba21dd4d66 · inbound

Point-RFT: Improving Multimodal Reasoning with Visually Grounded Reinforcement Finetuning cites this paper.

Point-RFT: Improving Multimodal Reasoning with Visually Grounded Reinforcement Finetuning MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T14:12:03.775772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f099e45b-584b-4429-90f8-7bfef4ee4b09 · inbound

Advancing Multimodal Reasoning via Reinforcement Learning with Cold Start cites this paper.

Advancing Multimodal Reasoning via Reinforcement Learning with Cold Start MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T13:12:53.708467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4cc616f9-4037-4362-bdce-c9897d81045c · inbound

ScaleLong: A Multi-Timescale Benchmark for Long Video Understanding cites this paper.

ScaleLong: A Multi-Timescale Benchmark for Long Video Understanding MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T12:40:44.530844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e5b393c-95b4-44a1-8b11-cd619c3751bb · inbound

Multimodal Tabular Reasoning with Privileged Structured Information cites this paper.

Multimodal Tabular Reasoning with Privileged Structured Information MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T10:53:59.200727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5b51c26-c286-46df-9016-544557ae8b24 · inbound

Multi-Step Visual Reasoning with Visual Tokens Scaling and Verification cites this paper.

Multi-Step Visual Reasoning with Visual Tokens Scaling and Verification MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T05:45:30.600959Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 545bdbd5-21ae-42ef-983b-af63ca588c00 · inbound

VReST: Enhancing Reasoning in Large Vision-Language Models through Tree Search and Self-Reward Mechanism cites this paper.

VReST: Enhancing Reasoning in Large Vision-Language Models through Tree Search and Self-Reward Mechanism MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T05:09:18.908261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 456f258d-cdda-45e3-a431-c54fb8de5b8a · inbound

VL-GenRM: Enhancing Vision-Language Verification via Vision Experts and Iterative Training cites this paper.

VL-GenRM: Enhancing Vision-Language Verification via Vision Experts and Iterative Training MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-07T00:34:03.216795Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de573936-c557-4175-a5a9-a506d29443bb · inbound

MoCa: Modality-aware Continual Pre-training Makes Better Bidirectional Multimodal Embeddings cites this paper.

MoCa: Modality-aware Continual Pre-training Makes Better Bidirectional Multimodal Embeddings MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T21:52:22.687226Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a6c5b47-e72a-42bd-911d-b726c8c2e9cd · inbound

DenseWorld-1M: Towards Detailed Dense Grounded Caption in the Real World cites this paper.

DenseWorld-1M: Towards Detailed Dense Grounded Caption in the Real World MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T21:27:39.353274Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d4fd369-42ff-48dd-aa16-8a3b2a588772 · inbound

BMMR: A Large-Scale Bilingual Multimodal Multi-Discipline Reasoning Dataset cites this paper.

BMMR: A Large-Scale Bilingual Multimodal Multi-Discipline Reasoning Dataset MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-06T20:15:52.742706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48f42d94-ef92-4dc4-9138-292463bcf64b · inbound

The Synergy Dilemma of Long-CoT SFT and RL: Investigating Post-Training Techniques for Reasoning VLMs cites this paper.

The Synergy Dilemma of Long-CoT SFT and RL: Investigating Post-Training Techniques for Reasoning VLMs MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T18:43:12.605646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6fb502f8-5f62-4b9c-91fe-4b1e13d4cbbe · inbound

A Survey on Diffusion Language Models cites this paper.

A Survey on Diffusion Language Models MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale

Reference 152

Resolution: unresolved; no resolver link, observed 2026-08-05T20:15:26.877320Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b685855f-c7de-430b-a29e-3eb89d776736 · inbound

A Comprehensive Survey on Trustworthiness in Reasoning with Large Language Models cites this paper.

A Comprehensive Survey on Trustworthiness in Reasoning with Large Language Models MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-05T10:39:02.399950Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 262f9d64-69a0-4f8f-bde8-be33d8710e31 · inbound

Lavida-O: Elastic Large Masked Diffusion Models for Unified Multimodal Understanding and Generation cites this paper.

Lavida-O: Elastic Large Masked Diffusion Models for Unified Multimodal Understanding and Generation MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T15:39:35.481243Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0cdb59a1-27ed-4549-b01c-685666eba19b · inbound

AIA: Rethinking Architecture Decoupling Strategy In Unified Multimodal Model cites this paper.

AIA: Rethinking Architecture Decoupling Strategy In Unified Multimodal Model MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-17T04:19:00.503308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 422dbeb9-5e7f-4fe7-90ca-88f2e6ae6291 · inbound

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models cites this paper.

Sparse-LaViDa: Sparse Multimodal Discrete Diffusion Language Models MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T16:21:32.491974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddbf47d8-68f0-498c-9092-dccac2e046ba · inbound

Seeing the Scene Matters: Revealing Forgetting in Video Understanding Models with a Scene-Aware Long-Video Benchmark cites this paper.

Seeing the Scene Matters: Revealing Forgetting in Video Understanding Models with a Scene-Aware Long-Video Benchmark MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-14T22:08:04.394620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 0f5eeb8b-5a5a-402f-8a76-d3fcc9128ac7 · inbound

Anthropogenic Regional Adaptation in Multimodal Vision-Language Model cites this paper.

Anthropogenic Regional Adaptation in Multimodal Vision-Language Model MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-11T08:50:57.788020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 7cd4543e-76bc-4aef-82f1-3d065e399684 · inbound

Meta-CoT: Enhancing Granularity and Generalization in Image Editing cites this paper.

Meta-CoT: Enhancing Granularity and Generalization in Image Editing MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-11T21:41:19.313335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 76be5cd6-6450-49f2-94c9-332626a6307e · inbound

ZAYA1-VL-8B Technical Report cites this paper.

ZAYA1-VL-8B Technical Report MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale

Reference 150

Resolution: verified exact; arxiv_id, observed 2026-05-12T08:21:23.557358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 6e757b67-7e18-4a2b-886d-e421665c2846 · inbound

20/20 Vision Language Models: A Prescription for Better VLMs through Data Curation Alone cites this paper.

20/20 Vision Language Models: A Prescription for Better VLMs through Data Curation Alone MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-13T02:57:09.462443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 17807cb5-4354-418f-bf11-a74de5b5aafc · inbound

20/20 Vision Language Models: A Prescription for Better VLMs through Data Curation Alone cites this paper.

20/20 Vision Language Models: A Prescription for Better VLMs through Data Curation Alone MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-14T21:29:28.594707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation d4359dae-d5c6-4551-9dd7-9321babad716 · inbound

OProver: A Unified Framework for Agentic Formal Theorem Proving cites this paper.

OProver: A Unified Framework for Agentic Formal Theorem Proving MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale

Reference 70

Resolution: metadata mismatch; arxiv_id, observed 2026-05-20T14:48:23.449898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 6fce37bc-1f7d-4864-8b6a-863019af4870 · inbound

Zamba2-VL Technical Report cites this paper.

Zamba2-VL Technical Report MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale

Reference 117

Resolution: verified exact; arxiv_id, observed 2026-07-01T19:26:00.687479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation f408383a-4775-42a0-928c-b751d250b4af · inbound

HYDRA-X: Native Unified Multimodal Models with Holistic Visual Tokenizers cites this paper.

HYDRA-X: Native Unified Multimodal Models with Holistic Visual Tokenizers MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale

Reference 165

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T14:38:28.896690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 53f7f1b4-06df-4382-85c3-14791267f844 · inbound

Brevity is the Soul of Inference Efficiency: Inducing Concision in VLMs via Data Curation cites this paper.

Brevity is the Soul of Inference Efficiency: Inducing Concision in VLMs via Data Curation MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-07-04T19:40:07.156125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation a48d31d2-7767-4a25-86a5-01e2722079ac · inbound

Brevity is the Soul of Inference Efficiency: Inducing Concision in VLMs via Data Curation cites this paper.

Brevity is the Soul of Inference Efficiency: Inducing Concision in VLMs via Data Curation MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale

Reference 41

Resolution: verified exact; arxiv_id, observed 2026-07-01T09:35:39.583796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.