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Paper Citation Record · LEDGER

Math-Vision Diagrams: A Comprehensive Benchmark for Evaluating LLM Mathematical Diagram Generation Capabilities

As of 16 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 0 inbound Pith citation observations for arXiv:2608.08964.

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

pith.paper-citation-record.v1
2608.08964 v1

Coverage vector

measured 37 of 37 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T04:23:22.187734Z

measured 37 of 37 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 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

37 of 37 outbound references displayed

  • verified exact0
  • verified fuzzy33
  • unresolved2
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 33a46855-1266-4c2d-84dc-5278432360f9 · outbound

This paper cites NeurIPS Datasets Track (2024).

Math-Vision Diagrams: A Comprehensive Benchmark for Evaluating LLM Mathematical Diagram Generation Capabilities NeurIPS Datasets Track (2024)

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:23:24.873954Z

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.

source=pdf_text observed=2026-08-14T04:23:22.043735Z digest=sha256:8cf32926bf496e5b679bb281f81ca06ff10f6989b49ab413495e055e401fd16c

Observation 9763c1df-6b86-4974-bd6a-db97948869ef · outbound

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

Math-Vision Diagrams: A Comprehensive Benchmark for Evaluating LLM Mathematical Diagram Generation Capabilities MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts

Reference 2

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unresolved
no resolver link, observed 2026-08-14T04:23:22.047932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:23:22.047932Z digest=sha256:b79280dc84dfd3f69b87384da588e7d921250b3b6a2270cb8819ee1902486d4d

Observation d43b2715-f41c-4f90-b167-93eecf573c87 · outbound

This paper cites ACL Findings (2021).

Math-Vision Diagrams: A Comprehensive Benchmark for Evaluating LLM Mathematical Diagram Generation Capabilities ACL Findings (2021)

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:23:24.779954Z

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.

source=pdf_text observed=2026-08-14T04:23:22.052980Z digest=sha256:e3bbc347e0bb4128f938b2dc2dd3511e3f183ea834b772467b4281490532ed12

Observation d80be691-aa1c-48dd-a77f-4c86d6ba155d · outbound

This paper cites CVPR (2025).

Math-Vision Diagrams: A Comprehensive Benchmark for Evaluating LLM Mathematical Diagram Generation Capabilities CVPR (2025)

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:23:24.694249Z

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.

source=pdf_text observed=2026-08-14T04:23:22.057719Z digest=sha256:8b999edbda490a131e7b66876a209f09a737f411373cd97c3ec795da8d28cdcf

Observation 7678af81-10a5-4a22-84ff-ce0c58e49d55 · outbound

This paper cites L@S (2025).

Math-Vision Diagrams: A Comprehensive Benchmark for Evaluating LLM Mathematical Diagram Generation Capabilities L@S (2025)

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:23:24.600714Z

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.

source=pdf_text observed=2026-08-14T04:23:22.062632Z digest=sha256:4833ae81f0e4606504dd610d1171685925b26ec2d7c6841b8ffe7ab541708955

Observation fc4bd820-7541-49dd-864e-58d73488a29e · outbound

This paper cites NeurIPS (2024).

Math-Vision Diagrams: A Comprehensive Benchmark for Evaluating LLM Mathematical Diagram Generation Capabilities NeurIPS (2024)

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:23:24.521916Z

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.

source=pdf_text observed=2026-08-14T04:23:22.066530Z digest=sha256:9d0f22b0b509e36569943e7ac2fdcaee1184a29d8d5c9f1bc365ddedbae24c6b

Observation ef7024d5-58e0-4665-a9d4-4285a072e756 · outbound

This paper cites AIED (2025).

Math-Vision Diagrams: A Comprehensive Benchmark for Evaluating LLM Mathematical Diagram Generation Capabilities AIED (2025)

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:23:24.423490Z

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.

source=pdf_text observed=2026-08-14T04:23:22.070338Z digest=sha256:e3596281cfe5fda7eb3e49037ff0e5f24a790e9aadb568fbc8ff80a1fb9c372a

Observation fc8e6fb2-c4ba-453d-aeb4-0c6074fe7354 · outbound

This paper cites ACM MM (2025).

Math-Vision Diagrams: A Comprehensive Benchmark for Evaluating LLM Mathematical Diagram Generation Capabilities ACM MM (2025)

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:23:24.348207Z

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.

source=pdf_text observed=2026-08-14T04:23:22.074488Z digest=sha256:9f6e2193fd4859bae924849ddf926b3f681e113c64f7b67c45958558d30b7267

Observation 155c9a4b-00f6-4ead-a35a-e0be0f567328 · outbound

This paper cites NeurIPS Math-AI Workshop (2025).

Math-Vision Diagrams: A Comprehensive Benchmark for Evaluating LLM Mathematical Diagram Generation Capabilities NeurIPS Math-AI Workshop (2025)

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:23:24.270606Z

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.

source=pdf_text observed=2026-08-14T04:23:22.078940Z digest=sha256:54622deb2839cd8fd682e8df672778192223bc5821ca25bc720d033f93d861ab

Observation 25201520-6564-4517-a8e6-6f43738893e1 · outbound

This paper cites IEEE ICCWAMTIP (2023).

Math-Vision Diagrams: A Comprehensive Benchmark for Evaluating LLM Mathematical Diagram Generation Capabilities IEEE ICCWAMTIP (2023)

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:23:24.175173Z

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.

source=pdf_text observed=2026-08-14T04:23:22.082166Z digest=sha256:1e4e18dfe6130a7e2dcda35292d0dc21b7711d10cc9f03d556f909ed9eef5541

Observation e00eff3e-b91b-4ad9-b462-465828cd1d79 · outbound

This paper cites MagicGeo: Training-Free Text-Guided Geometric Diagram Generation.

Math-Vision Diagrams: A Comprehensive Benchmark for Evaluating LLM Mathematical Diagram Generation Capabilities MagicGeo: Training-Free Text-Guided Geometric Diagram Generation

Reference 11

Resolution
metadata mismatch
local_arxiv, observed 2026-08-14T04:23:22.251474Z

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.

source=pdf_text observed=2026-08-14T04:23:22.085865Z digest=sha256:04fc0547a1cd5449c37fc549ed4e6fa7f222c02d57d854b72e17393b30bbf1a2

Observation f1ecc6d6-811c-4d88-943e-1ef1bf3cc6b4 · outbound

This paper cites CVPR (2025).

Math-Vision Diagrams: A Comprehensive Benchmark for Evaluating LLM Mathematical Diagram Generation Capabilities CVPR (2025)

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:23:24.057829Z

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.

source=pdf_text observed=2026-08-14T04:23:22.094828Z digest=sha256:25b54285ce7c9e02a42335b51d564a7a1028a8443337189dd4cedc4a1ed33cd0

Observation c843705c-21f4-4204-8342-a08f23fb428f · outbound

This paper cites CVPR (2025).

Math-Vision Diagrams: A Comprehensive Benchmark for Evaluating LLM Mathematical Diagram Generation Capabilities CVPR (2025)

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:23:23.973820Z

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.

source=pdf_text observed=2026-08-14T04:23:22.103001Z digest=sha256:b82b5879de5ae569960f98686894cb65523a297d7f5b096fad0a4d0c666df584

Observation 86cbf768-8c90-4861-8047-88743926239a · outbound

This paper cites NeurIPS Workshop (2025).

Math-Vision Diagrams: A Comprehensive Benchmark for Evaluating LLM Mathematical Diagram Generation Capabilities NeurIPS Workshop (2025)

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:23:23.875353Z

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.

source=pdf_text observed=2026-08-14T04:23:22.106320Z digest=sha256:bdcd338d3f986e4cba4bfbafe65cd0edd7597d473b37b8741066cd84358955e8

Observation bdec19bb-652c-46bc-b68b-936a546fc497 · outbound

This paper cites NeurIPS (2025).

Math-Vision Diagrams: A Comprehensive Benchmark for Evaluating LLM Mathematical Diagram Generation Capabilities NeurIPS (2025)

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:23:23.815518Z

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.

source=pdf_text observed=2026-08-14T04:23:22.109689Z digest=sha256:90b6bce238fd05c7ce1b9163d00f1f9361477f1e6a9b4b0a694d24b281fc6a31

Observation fdfbb0cf-521d-4a53-baed-6f5b17255b34 · outbound

This paper cites EMNLP (2025).

Math-Vision Diagrams: A Comprehensive Benchmark for Evaluating LLM Mathematical Diagram Generation Capabilities EMNLP (2025)

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:23:23.695357Z

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.

source=pdf_text observed=2026-08-14T04:23:22.113976Z digest=sha256:5d2bdef1aa7fedb7235a359d4cdd9965fe9519c1afcaa289252952268f1ecc6e

Observation 4bd33df8-1d7f-4f8b-b1fa-5f888b28c442 · outbound

This paper cites ICML (2021).

Math-Vision Diagrams: A Comprehensive Benchmark for Evaluating LLM Mathematical Diagram Generation Capabilities ICML (2021)

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:23:23.615865Z

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.

source=pdf_text observed=2026-08-14T04:23:22.117961Z digest=sha256:0aaeac96bc7f278c77ba2e7a6044eed7f136c8c5d5740d6fbffa584b78ac24c3

Observation c5974e1c-51c3-4a27-9530-bbc70dc354fd · outbound

This paper cites NeurIPS (2017).

Math-Vision Diagrams: A Comprehensive Benchmark for Evaluating LLM Mathematical Diagram Generation Capabilities NeurIPS (2017)

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:23:23.540217Z

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.

source=pdf_text observed=2026-08-14T04:23:22.121157Z digest=sha256:dade4f6d80b512c0c0bdcbcf52e99150b8d29408e2fb28a3429fbca2c9783b75

Observation af5e22a7-9df2-4735-afb4-8324de334803 · outbound

This paper cites SVGEditBench: A Benchmark Dataset for Quantitative Assessment of LLM's SVG Editing Capabilities.

Math-Vision Diagrams: A Comprehensive Benchmark for Evaluating LLM Mathematical Diagram Generation Capabilities SVGEditBench: A Benchmark Dataset for Quantitative Assessment of LLM's SVG Editing Capabilities

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-14T04:23:22.125330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T04:23:22.125330Z digest=sha256:8be0f6aaeedeef84827c0d8c96eb80eb0d1cda30ef6805205940cef11450769f

Observation 8a6c63ba-3e7d-447d-9c4b-1e555918f178 · outbound

This paper cites arXiv (2026).

Math-Vision Diagrams: A Comprehensive Benchmark for Evaluating LLM Mathematical Diagram Generation Capabilities arXiv (2026)

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:23:23.484658Z

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.

source=pdf_text observed=2026-08-14T04:23:22.129265Z digest=sha256:fc286128066c3616e06bf5acc9790d215118e91449b3099490f9922e6c7d646d

Observation b68b9b7d-7110-424e-9836-91acab9151c8 · outbound

This paper cites ICML (2025).

Math-Vision Diagrams: A Comprehensive Benchmark for Evaluating LLM Mathematical Diagram Generation Capabilities ICML (2025)

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:23:23.410933Z

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.

source=pdf_text observed=2026-08-14T04:23:22.132643Z digest=sha256:3ff49ee68da937de5fe5711791eaedabef031726695d24c2b020ba89fb718903

Observation 1bcafea0-95fe-40a9-9866-d096d675f382 · outbound

This paper cites Under review ICLR (2026) 12 Kashyap et al.

Math-Vision Diagrams: A Comprehensive Benchmark for Evaluating LLM Mathematical Diagram Generation Capabilities Under review ICLR (2026) 12 Kashyap et al

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:23:23.322317Z

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.

source=pdf_text observed=2026-08-14T04:23:22.136100Z digest=sha256:ecf68d614e9707957a168ba458605c5c5ec498c6fdaf4191d1edbb863ba945a6

Observation 9179f5e1-2a88-479d-b7f0-fe39b3f01afc · outbound

This paper cites NeurIPS (2025).

Math-Vision Diagrams: A Comprehensive Benchmark for Evaluating LLM Mathematical Diagram Generation Capabilities NeurIPS (2025)

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:23:23.250630Z

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.

source=pdf_text observed=2026-08-14T04:23:22.139583Z digest=sha256:34bbf704c811fdc9d6ad15a8fbad967532c9047946f96aa75c4ef1447361f1f4

Observation ba647c86-53fc-4375-a8be-33fea3a7163a · outbound

This paper cites ICLR (2024).

Math-Vision Diagrams: A Comprehensive Benchmark for Evaluating LLM Mathematical Diagram Generation Capabilities ICLR (2024)

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:23:23.202125Z

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.

source=pdf_text observed=2026-08-14T04:23:22.143075Z digest=sha256:4f523d73a6c03e5a57804c10faf564c887d0658ea06f49e6e18787b6ce4607e9

Observation 960d1567-20a6-4922-8b79-2b3e99bcc253 · outbound

This paper cites NeurIPS (2024).

Math-Vision Diagrams: A Comprehensive Benchmark for Evaluating LLM Mathematical Diagram Generation Capabilities NeurIPS (2024)

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:23:23.124314Z

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.

source=pdf_text observed=2026-08-14T04:23:22.146276Z digest=sha256:305589c6b66e7ec39c9b41b2f272ccad9ad1cc7b0a829a54dffc58176817fd6b

Observation 872495fe-74ad-472a-839e-06c9bef0c310 · outbound

This paper cites ECCV (2024).

Math-Vision Diagrams: A Comprehensive Benchmark for Evaluating LLM Mathematical Diagram Generation Capabilities ECCV (2024)

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:23:23.069039Z

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.

source=pdf_text observed=2026-08-14T04:23:22.149316Z digest=sha256:2d7982ffca0552e250d77b9d1d6bf7aedbe5a32fc12a7acbe62d0472771e1571

Observation edb2dfd7-cd3f-479d-ad6f-a88d3f725501 · outbound

This paper cites CVPR (2025).

Math-Vision Diagrams: A Comprehensive Benchmark for Evaluating LLM Mathematical Diagram Generation Capabilities CVPR (2025)

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:23:23.010490Z

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.

source=pdf_text observed=2026-08-14T04:23:22.152683Z digest=sha256:ca76fdf4f60eaf4822fc366365dee5187a768126ffad66cf0e81e19719000743

Observation 935c51ed-bb27-4d10-b3bc-6580bbb284ba · outbound

This paper cites Findings of ACL (2021).

Math-Vision Diagrams: A Comprehensive Benchmark for Evaluating LLM Mathematical Diagram Generation Capabilities Findings of ACL (2021)

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:23:22.948015Z

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.

source=pdf_text observed=2026-08-14T04:23:22.155884Z digest=sha256:9ed1c0d9a3427e67b58c0b873911169f44c1bef1ffc80deffce41168e409b15a

Observation 94fe6757-e1d9-4c78-9b7f-92afcbe98067 · outbound

This paper cites CVPR (2025).

Math-Vision Diagrams: A Comprehensive Benchmark for Evaluating LLM Mathematical Diagram Generation Capabilities CVPR (2025)

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:23:22.898533Z

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.

source=pdf_text observed=2026-08-14T04:23:22.159569Z digest=sha256:f6fb83a7e04b0267dcd7f44f6f2726c37496ddee616e271e8bd9834039f76762

Observation 98649c4d-78d1-47c0-9402-5eba1df6d14c · outbound

This paper cites EMNLP (2025).

Math-Vision Diagrams: A Comprehensive Benchmark for Evaluating LLM Mathematical Diagram Generation Capabilities EMNLP (2025)

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:23:22.819107Z

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.

source=pdf_text observed=2026-08-14T04:23:22.163128Z digest=sha256:a2d7837c28df2b6e668f7581aac9a1cd7382bce9471dead1f6358ce5111e45f4

Observation 5087e679-857b-4c39-9de6-703550e986d8 · outbound

This paper cites IEEE TPAMI (2020).

Math-Vision Diagrams: A Comprehensive Benchmark for Evaluating LLM Mathematical Diagram Generation Capabilities IEEE TPAMI (2020)

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:23:22.748288Z

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.

source=pdf_text observed=2026-08-14T04:23:22.166407Z digest=sha256:022f95615b2c733d34b131fd9021e67b2925795b8d715fc12b1402ea729b2e83

Observation feb624aa-21cc-4d46-a8d3-9aa400b8fa8b · outbound

This paper cites draw in latex/xml a circle inscribed in a triangle with all of its sides being a tangent.

Math-Vision Diagrams: A Comprehensive Benchmark for Evaluating LLM Mathematical Diagram Generation Capabilities draw in latex/xml a circle inscribed in a triangle with all of its sides being a tangent

Reference 32

Resolution
malformed identifier
raw_fallback, observed 2026-08-14T04:23:22.660574Z

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.

source=pdf_text observed=2026-08-14T04:23:22.169820Z digest=sha256:9d55ff3e81f50f377768d5a480efeead8c9b82d4d1b3ad75381bc6f219d3d238

Observation 0c9b9edb-0a02-4f3c-9a65-588d97f387b0 · outbound

This paper cites Model selection depends on which property matters most for a given application.

Math-Vision Diagrams: A Comprehensive Benchmark for Evaluating LLM Mathematical Diagram Generation Capabilities Model selection depends on which property matters most for a given application

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:23:22.574539Z

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.

source=pdf_text observed=2026-08-14T04:23:22.173697Z digest=sha256:a76dcc44f5b1da3805c6e84ec7885a52842627106a8363942e2deed0ca330a4b

Observation 68adfa70-4b0c-483c-969d-67bc2071497e · outbound

This paper cites In a production pipeline, the combination of high quality and low reliability may be worse than a model with moderate quality and high reliability.

Math-Vision Diagrams: A Comprehensive Benchmark for Evaluating LLM Mathematical Diagram Generation Capabilities In a production pipeline, the combination of high quality and low reliability may be worse than a model with moderate quality and high reliability

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:23:22.511494Z

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.

source=pdf_text observed=2026-08-14T04:23:22.176717Z digest=sha256:f5fb9244fd471ffde05c7aa4129843de466d53250b7a74fbe0f588a293c10cae

Observation 05070c88-8aab-4caf-982b-3c5421c6efe6 · outbound

This paper cites The Nano Banana models are perceptually competitive but fall short on edge overlap, suggesting that explicit geometric primitives in code still matter for mathematical precision.

Math-Vision Diagrams: A Comprehensive Benchmark for Evaluating LLM Mathematical Diagram Generation Capabilities The Nano Banana models are perceptually competitive but fall short on edge overlap, suggesting that explicit geometric primitives in code still matter for mathematical precision

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:23:22.445157Z

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.

source=pdf_text observed=2026-08-14T04:23:22.179973Z digest=sha256:c0a77392343004a932389228c490587afd81a844993bd4e2c8ec2821d377b422

Observation 5e1a25e5-ce92-4f6a-9dbb-82cf4aaf8be3 · outbound

This paper cites Future work on diagram generation should target these underperforming categories specifically.

Math-Vision Diagrams: A Comprehensive Benchmark for Evaluating LLM Mathematical Diagram Generation Capabilities Future work on diagram generation should target these underperforming categories specifically

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:23:22.378080Z

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.

source=pdf_text observed=2026-08-14T04:23:22.184396Z digest=sha256:eb2e68e44c667c48319f2218092df339eed640b8320c6692ebe83e00309e02ad

Observation 0e924c43-237e-41c4-b243-e0b458e528fa · outbound

This paper cites We hypothesize that its extended chain-of-thought reasoning, while beneficial for problem solving, may actively hurt code generation by producing overly complex output.

Math-Vision Diagrams: A Comprehensive Benchmark for Evaluating LLM Mathematical Diagram Generation Capabilities We hypothesize that its extended chain-of-thought reasoning, while beneficial for problem solving, may actively hurt code generation by producing overly complex output

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T04:23:22.308072Z

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.

source=pdf_text observed=2026-08-14T04:23:22.187734Z digest=sha256:bdd1a69c528f1ec9fdce19eb6e62bd2361e77e715bd47fba0344c088734b3eff

Pith citing papers

No inbound Pith citation observations are available.