Pith. sign in

Paper Citation Record · LEDGER

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences

As of 14 August 2026, this Paper Citation Record lists 81 of 81 outbound references and 0 inbound Pith citation observations for arXiv:2608.10908.

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

pith.paper-citation-record.v1
2608.10908 v1

Coverage vector

measured 81 of 81 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T14:37:30.136388Z

measured 81 of 81 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

81 of 81 outbound references displayed

  • verified exact6
  • verified fuzzy1
  • unresolved73
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 15a94576-7f61-4d0f-91d7-903b3272f68c · outbound

This paper cites Fairness and Bias in Multimodal AI: A Survey.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Fairness and Bias in Multimodal AI: A Survey

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-12T14:37:29.924335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:37:29.924335Z digest=sha256:f6f2f66321f4904982396686c44537b618e5a87d11548b4e65e8dffe155205e1

Observation 640a50d3-c33c-481e-9377-85ca28aa5ee1 · outbound

This paper cites an unresolved cited work.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-12T14:37:29.928176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:37:29.928176Z digest=sha256:f4edaa78fa948ff70a5f011399eb95f2a3219a636a1b8f9f01d7b20a38292498

Observation 91e0aa11-7d11-49a1-a9f9-4d7edc3a4311 · outbound

This paper cites an unresolved cited work.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-12T14:37:29.930951Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:37:29.930951Z digest=sha256:7c17baebe9d61511e1a6dc0a6d7adab1e1276379b5912ebe7118d9d6000920de

Observation 1223a1ed-bd20-44af-8c13-b69ac9c3102f · outbound

This paper cites an unresolved cited work.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-12T14:37:29.933769Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:37:29.933769Z digest=sha256:03224143381fb8d00cfb33d714d6514e3a25acf88ad79ec65bce6e13c0a627a7

Observation e8159b61-b47f-461f-8137-aa869d430bdd · outbound

This paper cites Beyond Single-Point Judgment: Distribution Alignment for LLM-as-a-Judge.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Beyond Single-Point Judgment: Distribution Alignment for LLM-as-a-Judge

Reference 5

Resolution
verified exact
local_arxiv, observed 2026-08-12T14:37:31.121842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:37:29.936416Z digest=sha256:5ce441bdc430eecd8ee79a8121345cc72b4de34558d7d17b3da395c44927299e

Observation 9de3ac1e-8c54-43ba-8a1d-68463e6133d1 · outbound

This paper cites an unresolved cited work.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-12T14:37:31.357833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:37:29.939104Z digest=sha256:1b6e1d6f70861de6de0c60e0c954d7ddd2b0e6c27b26f28011120c5cf80b0e96

Observation bae974bb-dca1-4836-82a0-e152f56f72dd · outbound

This paper cites an unresolved cited work.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-12T14:37:31.350501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:37:29.941556Z digest=sha256:774b443625735a48fc54359caa22c9724bf89a4055b518d706ba7d2ff7819486

Observation c56eb458-a81a-409f-83fa-fe987aabca6f · outbound

This paper cites From Captions to Rewards (CAREVL): Leveraging Large Language Model Experts for Enhanced Reward Modeling in Large Vision-Language Models.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences From Captions to Rewards (CAREVL): Leveraging Large Language Model Experts for Enhanced Reward Modeling in Large Vision-Language Models

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-12T14:37:29.943687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:37:29.943687Z digest=sha256:444cca6e516e8a893f2e24c4bef5d0b32a174af2dd99e5af72d14fd04d1ec242

Observation ac9719ab-8eea-47af-9977-234b45593ffb · outbound

This paper cites an unresolved cited work.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 9

Resolution
malformed identifier
raw_fallback, observed 2026-08-12T14:37:31.105258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:37:29.946233Z digest=sha256:1452d24dbdc860f74661cdb3436b1046bef907a1e76296cbc40d12663aec72d1

Observation 60dee190-63ca-409d-ac93-ed8fba7883a3 · outbound

This paper cites More is Less? A Simulation-Based Approach to Dynamic Interactions between Biases in Multimodal Models.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences More is Less? A Simulation-Based Approach to Dynamic Interactions between Biases in Multimodal Models

Reference 10

Resolution
verified exact
local_arxiv, observed 2026-08-12T14:37:31.049589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:37:29.948791Z digest=sha256:7abe48a12399ce4b4dee51eb8ff5d6aea6d33cb1db064be66977e026c2fe5944

Observation be345ac0-b223-4796-9a17-caced1fb8bfc · outbound

This paper cites an unresolved cited work.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-12T14:37:29.951544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:37:29.951544Z digest=sha256:6e26a9c54d697103e6000bf56c803a3764379fe22992724a3c5dffbad0378601

Observation 1a78d607-baf1-4157-8364-e852b1f20b09 · outbound

This paper cites an unresolved cited work.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-12T14:37:29.954188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:37:29.954188Z digest=sha256:1aaf1cc85b0cafb8144a2d72da20c990e1a8684984769b5c8ab661115a4f358d

Observation 8559cebd-0298-4820-8d72-958fc607619f · outbound

This paper cites an unresolved cited work.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-12T14:37:31.340104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:37:29.956748Z digest=sha256:edd8d121c765838520bf8a4d8f64d0531ddec093da36d86809d7c6835d1304c4

Observation eecc509e-2b04-4556-b534-17b15cd47754 · outbound

This paper cites Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-12T14:37:29.959217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:37:29.959217Z digest=sha256:11e5c458e6f308dada18ac49dc44f9d8e95d4db2aba815a00069c2b5d864dd5c

Observation 050c3131-3fa6-4ab8-9961-9cdc6bce849f · outbound

This paper cites Gemma 4 Technical Report.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Gemma 4 Technical Report

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-12T14:37:29.962067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:37:29.962067Z digest=sha256:0c67ddec6c407e95924c2ad4d5d90866a186392d9adce6a3e79c6dc67c9d0415

Observation 3cb66f06-c3ed-4a4c-9a18-22a7d8e03aee · outbound

This paper cites Unblocking Fine-Grained Evaluation of Detailed Captions: An Explaining AutoRater and Critic-and-Revise Pipeline.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unblocking Fine-Grained Evaluation of Detailed Captions: An Explaining AutoRater and Critic-and-Revise Pipeline

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-12T14:37:29.964834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:37:29.964834Z digest=sha256:7ebb90915cea7885b7b2896043c9835b64c8b749cf02f38de54cc2226fcf777f

Observation 2887ca41-f4ab-4660-87ca-5aabfb5aaa85 · outbound

This paper cites When Attention Sink Emerges in Language Models: An Empirical View.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences When Attention Sink Emerges in Language Models: An Empirical View

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-12T14:37:29.967549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:37:29.967549Z digest=sha256:6410bcf2478da289a94d7cebfddf189f63e81a0bf9dd21dda58019b845d315ed

Observation 553f8855-2b75-44f8-9ffa-d3bfb3e503d2 · outbound

This paper cites an unresolved cited work.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-12T14:37:31.332807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:37:29.970508Z digest=sha256:4ebb44ae176dd9f6777b2f3852e6b03263d5d1a1a70d41d38b0c3ae321714690

Observation 08816ba5-d999-40e4-9843-18658f038b5c · outbound

This paper cites MMWorld: Towards Multi-discipline Multi-faceted World Model Evaluation in Videos.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences MMWorld: Towards Multi-discipline Multi-faceted World Model Evaluation in Videos

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-12T14:37:29.972977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:37:29.972977Z digest=sha256:a2221f3652ffe5829fe8d78108f5117eddc53387dc4900d0a54cc2c5f32c44c9

Observation 9181b7a7-5bc8-4152-87dd-17706ebbd4cf · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences LoRA: Low-Rank Adaptation of Large Language Models

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-12T14:37:29.975685Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:37:29.975685Z digest=sha256:7acdc38fabf5fbfbdc0ec5bac5c7cbb8ce79f49efd5d9fb8e7dcfb6b091cbf63

Observation c6fbb82b-12cd-48f2-8657-5b59f7941766 · outbound

This paper cites an unresolved cited work.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-12T14:37:31.324756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:37:29.978488Z digest=sha256:c9e8ab48c98551ee484897b536403486dc93c6e7bb0a221d79ff04bdca3afcca

Observation efed6e94-41bb-432a-b7d6-2927cea06f9f · outbound

This paper cites A Survey on Evaluation of Multimodal Large Language Models.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences A Survey on Evaluation of Multimodal Large Language Models

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-12T14:37:29.980951Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:37:29.980951Z digest=sha256:a48859995c87c44dd32520a2c4114f03fa42cd8e09e560f60db1cecf88502bdb

Observation b4546ac2-defc-4926-830e-24ca0e039f4c · outbound

This paper cites an unresolved cited work.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-12T14:37:31.317331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:37:29.983701Z digest=sha256:beb2a7b867ddc19caef5768359486a91b7ce346f3273d21f7fdd6911f7b1710a

Observation 1da6fa55-e199-4315-bca4-441b53cb403b · outbound

This paper cites an unresolved cited work.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-12T14:37:31.309382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:37:29.986221Z digest=sha256:ae9e35ee2a3ec25bf03d7bf32e81b74996153b09421b282a151d26dd61020f29

Observation e83aa8d7-bc28-4f4a-8209-d92947437645 · outbound

This paper cites Bridging and Modeling Correlations in Pairwise Data for Direct Preference Optimization.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Bridging and Modeling Correlations in Pairwise Data for Direct Preference Optimization

Reference 25

Resolution
verified exact
local_arxiv, observed 2026-08-12T14:37:30.920982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:37:29.992326Z digest=sha256:767c43f9714f093b25114eabf48efc4870914681d0dcdc411832639f152d0c14

Observation f0272136-5a3e-439e-a445-445b1ec3c2fe · outbound

This paper cites an unresolved cited work.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-12T14:37:31.301853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:37:29.995137Z digest=sha256:9968a659c36675aef5e071d1c8f04a89fb18ae3a280bfdbcf6ea25e0afbc1c5a

Observation d76075a7-da1b-46a7-843f-0c67743cdc6a · outbound

This paper cites Generating Images with Multimodal Language Models.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Generating Images with Multimodal Language Models

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-12T14:37:29.997670Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:37:29.997670Z digest=sha256:73a46307cb792272bc89688f1fc73d74d15db74df08831a99bfeae852b6cd93d

Observation 787fdb11-5cb9-467b-88d8-3023841ab9a1 · outbound

This paper cites an unresolved cited work.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-12T14:37:31.294480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:37:30.000326Z digest=sha256:136f3a527756b9fb017997b6d4a66d28eb873e5df5b74604b8f43b4e19231169

Observation b157adeb-6ac4-40d5-9648-82e31e5fcf0d · outbound

This paper cites LLaVA-OneVision: Easy Visual Task Transfer.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences LLaVA-OneVision: Easy Visual Task Transfer

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-12T14:37:30.004994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:37:30.004994Z digest=sha256:8934482817c457fbbccf2e08791fb8a6674a030420cd5d5cfc6c6acbedec6039

Observation e31f5664-471d-4932-b6e7-4d6c337df09b · outbound

This paper cites an unresolved cited work.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-12T14:37:30.007424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:37:30.007424Z digest=sha256:382db67248312b7acc2862229225a7eb8852e0ae64db811b89b22cc3390b0869

Observation bbd36223-00e4-4a3c-a7e9-33b31a7bd9ed · outbound

This paper cites an unresolved cited work.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 31

Resolution
verified exact
raw_fallback, observed 2026-08-12T14:37:30.887449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:37:30.012389Z digest=sha256:6104d0f328fdc1e1b7fae33bd1ca310f647d5da5355eb15a04e60edf9ae87e3f

Observation 85eb176c-fda3-45a9-af87-e0dd9a51f49b · outbound

This paper cites an unresolved cited work.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-12T14:37:30.014382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:37:30.014382Z digest=sha256:10b4cb41b5f98e9c79a35d5c7ed10de21d7d51c1d569960bc8d1606571552836

Observation 16a4a66f-6f6b-447d-98a4-b58e045c5e4e · outbound

This paper cites an unresolved cited work.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-12T14:37:31.282819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:37:30.016835Z digest=sha256:c932ba6e66e6765f535ccbc9803ddb517aa9ccff18171ebc539d0fb63e02115a

Observation f7161478-228d-44c0-9df9-25b869c08007 · outbound

This paper cites Evaluating Text-to-Visual Generation with Image-to-Text Generation.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Evaluating Text-to-Visual Generation with Image-to-Text Generation

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-12T14:37:30.019388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:37:30.019388Z digest=sha256:68767a678d2e6e8a7919e22417fca23bec52182c91e1427aaf42b71326e0a5b5

Observation c10be1fe-cc99-4333-a487-8c7c94fadb55 · outbound

This paper cites an unresolved cited work.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-12T14:37:31.275303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:37:30.022143Z digest=sha256:603636aca8b577db37deb9de160e0b2a9c15def8b14f56c6e12be24391c15f6e

Observation 50118aef-8955-4c98-ad11-13c88b9327ca · outbound

This paper cites Lost in the Middle: How Language Models Use Long Contexts.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Lost in the Middle: How Language Models Use Long Contexts

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-12T14:37:30.024480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:37:30.024480Z digest=sha256:31cf13f9974fdfc1b706708dc7a90f08406229de98dd992a612e01a0f19f6155

Observation 5a9593e9-ba8f-41e8-abc9-01188dcd9923 · outbound

This paper cites One-Prompt-One-Story: Free-Lunch Consistent Text-to-Image Generation Using a Single Prompt.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences One-Prompt-One-Story: Free-Lunch Consistent Text-to-Image Generation Using a Single Prompt

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-12T14:37:30.027425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:37:30.027425Z digest=sha256:0b36043c0b7da59351988df397d4729f0f8cf58910d2e9261b7dcc9947d385b2

Observation 463eab75-adfb-4788-a570-5ab8982c799f · outbound

This paper cites an unresolved cited work.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-12T14:37:31.266877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:37:30.030374Z digest=sha256:006c347d3b3cc5aff9891d52051595cc43aaa3f3cef0abb63889c34f3c44fbbd

Observation 14862891-bdb8-49a0-8aa2-22642a15005d · outbound

This paper cites an unresolved cited work.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-12T14:37:30.032859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:37:30.032859Z digest=sha256:4cfd8ee8d546e3684fed7fec69ae509b43bee12f163281f19803098a8ba4f60b

Observation 93fb2159-3174-48b4-a1a8-0fdc4259a034 · outbound

This paper cites an unresolved cited work.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-12T14:37:31.255468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:37:30.035376Z digest=sha256:002a8abd641bddc5ad0184b39a801c5228301e0ff0ac1a75f95e09ca340b088a

Observation eda5448b-f9b0-4596-84fa-8d1c84f26486 · outbound

This paper cites Artifacts and Attention Sinks: Structured Approximations for Efficient Vision Transformers.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Artifacts and Attention Sinks: Structured Approximations for Efficient Vision Transformers

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-12T14:37:30.037921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:37:30.037921Z digest=sha256:dac016c41834a58c5cc26218b3389672c8d90a0fa28911e6125a6133782e0d46

Observation 1a65bb06-2370-430f-8cdd-b8c8df1a3a87 · outbound

This paper cites Generating Illustrated Instructions.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Generating Illustrated Instructions

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-12T14:37:30.040628Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:37:30.040628Z digest=sha256:e3d16ad5faece2ef3e9e26545763b581964fb2970312109435e548fcd4f95e1b

Observation fb4a28a0-cc5c-46d5-8856-c8f555feb474 · outbound

This paper cites 2023.GPT-4V(ision) System Card.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences 2023.GPT-4V(ision) System Card

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T14:37:31.248270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:37:30.043228Z digest=sha256:c06cc390382d0477926ffe3b2d573e9a6b01f96fe8331bbf88d4205da38d9090

Observation a06cba91-913e-484f-aa82-bc11a3612ad7 · outbound

This paper cites an unresolved cited work.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 44

Resolution
verified exact
raw_fallback, observed 2026-08-12T14:37:30.717930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:37:30.045679Z digest=sha256:4963fe07652561494da8ccae5e89b0a27c02777ccb21af7be66d33585330cced

Observation 18ee9777-6278-4a6d-9f95-a1a5c4888df8 · outbound

This paper cites an unresolved cited work.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-12T14:37:30.048139Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:37:30.048139Z digest=sha256:6d0c995831bb1f78d74bec87391f9a7c8881142468fbd86cc7fed3c31c10cf0a

Observation bdcbcb62-e23e-4b46-88d0-e61aca10e28e · outbound

This paper cites VCR-Bench: A Comprehensive Evaluation Framework for Video Chain-of-Thought Reasoning.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences VCR-Bench: A Comprehensive Evaluation Framework for Video Chain-of-Thought Reasoning

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-12T14:37:30.050698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:37:30.050698Z digest=sha256:30c5f362837bf27dd37fed112bbc2dd422a35c4d8da079d47a5b0d98322adc5b

Observation ef59b6b4-6fc0-44a7-b897-be9ecdb1c73c · outbound

This paper cites an unresolved cited work.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-12T14:37:30.053570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:37:30.053570Z digest=sha256:07449a26b39134348b0d3b3d286f59e2a007681c48992f66e264e41bf30f4df0

Observation 2501b1d1-f240-443c-a843-688b494e178d · outbound

This paper cites an unresolved cited work.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-12T14:37:30.056048Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:37:30.056048Z digest=sha256:a1f619f3bcd6e4aa9cc7c4734688dad7ed831c10dbbbd9e547fd38c789db6062

Observation b226aeed-82ae-4487-b416-8f56126de6de · outbound

This paper cites an unresolved cited work.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-12T14:37:30.058373Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:37:30.058373Z digest=sha256:af46e483c5af566588582fdf82cee59c71eb00b83e8db09a160c7c221af25683

Observation c938a4ad-2430-4903-857f-2870da2b05b1 · outbound

This paper cites an unresolved cited work.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-12T14:37:31.229497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:37:30.060771Z digest=sha256:0e63793e53e9ac128cb9af1a7f3eb5fcbebb353b08f76af01d6bb30ec3903263

Observation 297a87cd-e4a6-4ff1-8c96-193d4cc50632 · outbound

This paper cites an unresolved cited work.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-12T14:37:30.064144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:37:30.064144Z digest=sha256:c23af577386ead4ae7812e229d4be6bbea8e941dd4c4ff494ab7496f724350d9

Observation 44f82c4f-baed-489b-b7a9-df63fdcc7ac1 · outbound

This paper cites Assembly101: A Large-Scale Multi-View Video Dataset for Understanding Procedural Activities.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Assembly101: A Large-Scale Multi-View Video Dataset for Understanding Procedural Activities

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-12T14:37:30.066667Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:37:30.066667Z digest=sha256:2dfb6adc3a61c955b05d54fc64f00a1cb83d3159d7ef38fb67695e9b888b9562

Observation 4f167e9c-6e27-49c5-8572-87f15f06573c · outbound

This paper cites an unresolved cited work.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-12T14:37:31.222687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:37:30.069028Z digest=sha256:296733aa4212e6b40a39425e2996b33695fcf92ee5695ebcc6fe87d53e4209e0

Observation 691d94cd-d33e-4e8e-9cd9-dcf2cf91dc57 · outbound

This paper cites an unresolved cited work.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-12T14:37:31.215853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:37:30.071173Z digest=sha256:821dc3d6aa9ce24d3a32fb72a70b0d7c94daacb85a4cb1a1a38783ec36b4ac75

Observation a885a0ea-398e-4655-8987-0fa95618c118 · outbound

This paper cites RoFormer: Enhanced Transformer with Rotary Position Embedding.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences RoFormer: Enhanced Transformer with Rotary Position Embedding

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-12T14:37:30.073448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:37:30.073448Z digest=sha256:d22bbff014a1a3b5a89d5176ac1daccf9f27f766ea37a4b34c4cd765d5a00080

Observation 05fb0432-c558-4c66-920c-f2473765754e · outbound

This paper cites Rethinking Bradley-Terry Models in Preference-Based Reward Modeling: Foundations, Theory, and Alternatives.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Rethinking Bradley-Terry Models in Preference-Based Reward Modeling: Foundations, Theory, and Alternatives

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-12T14:37:30.075790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:37:30.075790Z digest=sha256:b53b8a54da321395feaa08c30d2b783dc55ad067b15dbd75d14c734968a3e84f

Observation 1e3b4393-d7a7-4094-ae85-c21fda288eb9 · outbound

This paper cites an unresolved cited work.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-12T14:37:31.208307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:37:30.079175Z digest=sha256:ced58caadd7f06cd661d9caca7edc1871bbeb2d6ba56dcdc84542d66d121b5d8

Observation 4e950cb1-3b7f-4c49-bf84-eaeeed894955 · outbound

This paper cites COIN: A Large-scale Dataset for Comprehensive Instructional Video Analysis.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences COIN: A Large-scale Dataset for Comprehensive Instructional Video Analysis

Reference 58

Resolution
verified exact
local_arxiv, observed 2026-08-12T14:37:30.604601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:37:30.081665Z digest=sha256:a6ea4924388b65fd9f5551bcf13d5e39e5d12966a209a9c1ab839d5a9096d8bd

Observation 9d010423-88ab-4050-b150-74a5e8a51502 · outbound

This paper cites an unresolved cited work.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-12T14:37:30.084430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:37:30.084430Z digest=sha256:e5e865a701b93d1cfd178784396fdaaa20120462d08d6912cfdb35540b329277

Observation 66a4143a-49a2-4614-a88f-110e36cc8fe9 · outbound

This paper cites an unresolved cited work.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-12T14:37:30.087254Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:37:30.087254Z digest=sha256:cc9da478a17c0bf4cf9f875c6e125321264fc91753df8d22b388f217875d0943

Observation 434c7e4d-7d71-44fa-bb29-6dac4f0f141f · outbound

This paper cites Eliminating Position Bias of Language Models: A Mechanistic Approach.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Eliminating Position Bias of Language Models: A Mechanistic Approach

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-12T14:37:30.091257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:37:30.091257Z digest=sha256:a2886a037a74f66375d1732e033493ed01ad6b5e93e8f0e932944182e5fc0982

Observation 4890d68d-e73b-4a63-a3d9-d61127c6c28d · outbound

This paper cites On the Emergence of Position Bias in Transformers.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences On the Emergence of Position Bias in Transformers

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-12T14:37:30.093944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:37:30.093944Z digest=sha256:785f834c73d6639393fcc9bb7521f9bbe10d2c26123e0a3689461d1ef3f5db71

Observation 19b33997-5c93-4850-a38b-0c6848670a73 · outbound

This paper cites an unresolved cited work.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-12T14:37:31.200717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-12T14:37:30.096775Z digest=sha256:d4c36d2e8027517a9691330272d9ec39a340c848af827400c3f5bdc04879b9bf

Observation 2d9d5c30-9f5a-435f-8fa8-71f64d18d838 · outbound

This paper cites an unresolved cited work.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-12T14:37:30.099431Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:37:30.099431Z digest=sha256:12d9cafaaddd8cb62074691aa9be814275d0cb7a1f04b24a71db05187d2f456b

Observation a9eab1e4-fe6c-4f14-bfbc-371d6081356c · outbound

This paper cites LLaVA-Critic: Learning to Evaluate Multimodal Models.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences LLaVA-Critic: Learning to Evaluate Multimodal Models

Reference 65

Resolution
unresolved
no resolver link, observed 2026-08-12T14:37:30.101941Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:37:30.101941Z digest=sha256:d7c7ea52479532ddecbb327cb96a567776d0c49c88d855fc1b26b09a39a2e67a

Observation 31bf086e-e768-4190-b8ec-287f54e440e9 · outbound

This paper cites Justice or Prejudice? Quantifying Biases in LLM-as-a-Judge.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Justice or Prejudice? Quantifying Biases in LLM-as-a-Judge

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-12T14:37:30.104675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:37:30.104675Z digest=sha256:6ff8c017c677eea411ea712cf31731797fdcc832c75044b5eb5821b788d7591a

Observation 9e7e67b1-babd-40bf-a431-a57dfadf3a91 · outbound

This paper cites Benchmarking Large Vision-Language Models on Fine-Grained Image Tasks: A Comprehensive Evaluation.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Benchmarking Large Vision-Language Models on Fine-Grained Image Tasks: A Comprehensive Evaluation

Reference 67

Resolution
unresolved
no resolver link, observed 2026-08-12T14:37:30.107523Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:37:30.107523Z digest=sha256:f95e581589389aa2bca79e04276058dd6039860beee6e1e63aeebe971d602d8c

Observation f57f1f6d-0352-4830-9b97-7a3454bbd720 · outbound

This paper cites Aligning Multimodal LLM with Human Preference: A Survey.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Aligning Multimodal LLM with Human Preference: A Survey

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-12T14:37:30.110293Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:37:30.110293Z digest=sha256:35f45548dbf30a60ef1fc2e1e2d6059d9f77d56f0544386c48599bbe740343b5

Observation 225973e3-99ce-490d-bfa7-bbe563a68028 · outbound

This paper cites InternLM-XComposer2.5-Reward: A Simple Yet Effective Multi-Modal Reward Model.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences InternLM-XComposer2.5-Reward: A Simple Yet Effective Multi-Modal Reward Model

Reference 69

Resolution
unresolved
no resolver link, observed 2026-08-12T14:37:30.113159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:37:30.113159Z digest=sha256:222ccb4a7cd618a2240002a3f3ab3bd0129f4d7d976ec200a17ca40d4afe3604

Observation 0763153f-b88d-489d-b245-84b8592e3c73 · outbound

This paper cites an unresolved cited work.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 70

Resolution
unresolved
no resolver link, observed 2026-08-12T14:37:30.116028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:37:30.116028Z digest=sha256:9c8dbb8934e76679148b681fb3c91eea55c9ee88854c8618e2923de5e5f5bbd4

Observation a51173c5-8ba5-48be-bc4c-5c8e7e510a17 · outbound

This paper cites an unresolved cited work.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 71

Resolution
unresolved
no resolver link, observed 2026-08-12T14:37:30.121400Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:37:30.121400Z digest=sha256:cf3bbbf3c209fa4881c6e868451535beb86e9ff4e2b4a681af52f964571c8b90

Observation 4faf268e-5a5a-4edf-827a-9e8a91e2c9a6 · outbound

This paper cites Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena

Reference 72

Resolution
unresolved
no resolver link, observed 2026-08-12T14:37:30.126719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:37:30.126719Z digest=sha256:1373bd0ba61ee5db88f2408a77e47103bd24d9133f0aa79790ce74b1a0c30b6f

Observation 83840385-af5c-4d1f-b6cc-0178a715ca05 · outbound

This paper cites an unresolved cited work.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 73

Resolution
unresolved
no resolver link, observed 2026-08-12T14:37:30.129352Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:37:30.129352Z digest=sha256:684c714e0fe7a644537eb927d6cebce7210fe480c0aa0882132ac8b81f6d0007

Observation 3cb1cd80-b62f-4ae1-b63e-4241ff7a36ae · outbound

This paper cites an unresolved cited work.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 74

Resolution
unresolved
no resolver link, observed 2026-08-12T14:37:30.118843Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:37:30.118843Z digest=sha256:db189683cb917f3f321185be1bc7852baa180c13ba104090d55c172c512b08ab

Observation 61465f46-6830-4535-aa2d-eb1fe8215bbb · outbound

This paper cites Cross-task weakly supervised learning from instructional videos.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Cross-task weakly supervised learning from instructional videos

Reference 75

Resolution
unresolved
no resolver link, observed 2026-08-12T14:37:30.136388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:37:30.136388Z digest=sha256:5494785bc7d799d44744737ea92859c9535ec05f679bdad34399dc91cab4c9e4

Observation a201d1b1-94f9-4f3f-9548-5914847daa70 · outbound

This paper cites Large Language Models Are Not Robust Multiple Choice Selectors.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Large Language Models Are Not Robust Multiple Choice Selectors

Reference 76

Resolution
unresolved
no resolver link, observed 2026-08-12T14:37:30.123908Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:37:30.123908Z digest=sha256:49cb74480795f899103281e14b52f3a36751ba48da5cfe89bc06dac79fa7e67b

Observation 197a7327-4af9-49a8-92ff-82c0172a644e · outbound

This paper cites an unresolved cited work.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 79

Resolution
unresolved
no resolver link, observed 2026-08-12T14:37:30.131763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:37:30.131763Z digest=sha256:19b5f8a2a2ec87f36c0f02a95fdac9d99eaf8a66b23ea12d8cfb4351e5b1f6d8

Observation 5c22874d-3026-4cfe-8200-59d438d229b5 · outbound

This paper cites StoryDiffusion: Consistent Self-Attention for Long-Range Image and Video Generation.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences StoryDiffusion: Consistent Self-Attention for Long-Range Image and Video Generation

Reference 80

Resolution
unresolved
no resolver link, observed 2026-08-12T14:37:30.134100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:37:30.134100Z digest=sha256:457482bd38bb006a5b24439bbad2d136b8dbc2021ba00a3da145b136f59857f8

Observation 30ce4124-4b37-4b36-a2c8-eb342341854f · outbound

This paper cites an unresolved cited work.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Unresolved cited work

Reference 785

Resolution
unresolved
no resolver link, observed 2026-08-12T14:37:29.988773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:37:29.988773Z digest=sha256:399cc9b67ba967ffcb8ab435266a5c5644dd4975469efd3a3bac36fd0658a8ad

Observation 720c627c-8d2a-47d1-a26b-8195bf7ed7ce · outbound

This paper cites Generative Judge for Evaluating Alignment.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Generative Judge for Evaluating Alignment

Reference 2023

Resolution
unresolved
no resolver link, observed 2026-08-12T14:37:30.009789Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:37:30.009789Z digest=sha256:6216c8268fe7b57d0f55ecce239aa810eed322417cc99d04e5ae737eab09fb49

Observation 824d033c-3068-4f3a-90f1-fc861b3dd895 · outbound

This paper cites Prometheus-Vision: Vision-Language Model as a Judge for Fine-Grained Evaluation.

Order Matters: LVLMs as Judges for Temporal Reasoning in Image Sequences Prometheus-Vision: Vision-Language Model as a Judge for Fine-Grained Evaluation

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-12T14:37:30.002552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T14:37:30.002552Z digest=sha256:ea3a404bcc6719d0055f8c189fdf0fd521dcfb5fbd8743874ce2dc990f0711ed

Pith citing papers

No inbound Pith citation observations are available.