Paper Citation Record · LEDGER

TomaMMU: A Comprehensive Multimodal Understanding Benchmark for Tomato Leaf Diseases

As of 15 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 0 inbound Pith citation observations for arXiv:2608.08727.

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

pith.paper-citation-record.v1
2608.08727 v1

Coverage vector

measured 49 of 49 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T04:31:22.394563Z

measured 49 of 49 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

49 of 49 outbound references displayed

verified exact17
verified fuzzy2
unresolved22
parse uncertain0
malformed identifier3
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External citation measurements

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Outbound references

Observation ed7df381-d373-4ebd-9710-4b3317983b31 · outbound

This paper cites SmolLM2: When Smol Goes Big -- Data-Centric Training of a Small Language Model.

TomaMMU: A Comprehensive Multimodal Understanding Benchmark for Tomato Leaf Diseases SmolLM2: When Smol Goes Big -- Data-Centric Training of a Small Language Model

Reference 1

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Observation 2728ee84-f360-4b12-8e63-7f024dba52e4 · outbound

This paper cites 23404,https://arxiv.org/abs/2511.234049, 10, 11, 13.

TomaMMU: A Comprehensive Multimodal Understanding Benchmark for Tomato Leaf Diseases 23404,https://arxiv.org/abs/2511.234049, 10, 11, 13

Reference 2

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Observation 9bdff639-c72b-4f8a-9528-ae79fd2d29b6 · outbound

This paper cites an unresolved cited work.

TomaMMU: A Comprehensive Multimodal Understanding Benchmark for Tomato Leaf Diseases Unresolved cited work

Reference 3

Resolution: verified exact; doi, observed 2026-08-14T04:31:23.065914Z

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Observation 3ed1dd28-af17-451f-aebf-7413cd2ca4d0 · outbound

This paper cites Frontiers in Artificial Intelligence8(Mar 2025).

TomaMMU: A Comprehensive Multimodal Understanding Benchmark for Tomato Leaf Diseases Frontiers in Artificial Intelligence8(Mar 2025)

Reference 4

Resolution: metadata mismatch; raw_fallback, observed 2026-08-14T04:31:23.848027Z

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Observation 149857cf-b25c-4fe5-ba1f-68bd06af9ad9 · outbound

This paper cites Archives of Virology142(7), 1391–1406 (1997).

TomaMMU: A Comprehensive Multimodal Understanding Benchmark for Tomato Leaf Diseases Archives of Virology142(7), 1391–1406 (1997)

Reference 5

Resolution: verified exact; doi, observed 2026-08-14T04:31:22.947473Z

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Observation f4b03160-4601-43d7-9f77-8409d1a22fdd · outbound

This paper cites Computers and Electronics in Agriculture234, 110128 (2025).

TomaMMU: A Comprehensive Multimodal Understanding Benchmark for Tomato Leaf Diseases Computers and Electronics in Agriculture234, 110128 (2025)

Reference 6

Resolution: metadata mismatch; raw_fallback, observed 2026-08-14T04:31:23.781961Z

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Observation 34021c64-092d-4e4a-8365-a231d91f5e6a · outbound

This paper cites an unresolved cited work.

TomaMMU: A Comprehensive Multimodal Understanding Benchmark for Tomato Leaf Diseases Unresolved cited work

Reference 7

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Observation 794518a2-b532-4a00-8c5c-7777234decef · outbound

This paper cites Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering.

TomaMMU: A Comprehensive Multimodal Understanding Benchmark for Tomato Leaf Diseases Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering

Reference 8

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Observation 4784372a-62cb-4d0e-bf19-c9d87fc69ff0 · outbound

This paper cites Nature479(7374), 487–492 (Nov 2011).https://doi.org/10.1038/ nature10640,http://dx.doi.org/10.1038/nature106401.

TomaMMU: A Comprehensive Multimodal Understanding Benchmark for Tomato Leaf Diseases Nature479(7374), 487–492 (Nov 2011).https://doi.org/10.1038/ nature10640,http://dx.doi.org/10.1038/nature106401

Reference 9

Resolution: verified exact; doi, observed 2026-08-14T04:31:22.907023Z

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Observation 3c6c8926-237d-4c06-a0af-e42c7e4faf88 · outbound

This paper cites 73–82 (2018).

TomaMMU: A Comprehensive Multimodal Understanding Benchmark for Tomato Leaf Diseases 73–82 (2018)

Reference 10

Resolution: verified exact; doi, observed 2026-08-14T04:31:22.894180Z

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Observation 6b01301b-322a-40f1-8f21-f528eeda501e · outbound

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

TomaMMU: A Comprehensive Multimodal Understanding Benchmark for Tomato Leaf Diseases LoRA: Low-Rank Adaptation of Large Language Models

Reference 11

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Observation 9a80d076-02ee-49a5-9775-cf370a9ebadb · outbound

This paper cites GQA: A New Dataset for Real-World Visual Reasoning and Compositional Question Answering.

TomaMMU: A Comprehensive Multimodal Understanding Benchmark for Tomato Leaf Diseases GQA: A New Dataset for Real-World Visual Reasoning and Compositional Question Answering

Reference 12

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Observation 2c199968-19e3-45f5-b53b-28d7e08f085c · outbound

This paper cites Frontiers in Plant Science15(Mar 2024).https://doi.org/ 10.3389/fpls.2024.1356260, http://dx.doi.org/10.3389/fpls.2024.1356260 2.

TomaMMU: A Comprehensive Multimodal Understanding Benchmark for Tomato Leaf Diseases Frontiers in Plant Science15(Mar 2024).https://doi.org/ 10.3389/fpls.2024.1356260, http://dx.doi.org/10.3389/fpls.2024.1356260 2

Reference 13

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Observation 1e082fd3-de9f-459b-8e6a-941924b1e065 · outbound

This paper cites Journal of King Saud 16 Truong et al.

TomaMMU: A Comprehensive Multimodal Understanding Benchmark for Tomato Leaf Diseases Journal of King Saud 16 Truong et al

Reference 14

Resolution: verified exact; doi, observed 2026-08-14T04:31:22.859682Z

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Observation cb259528-a89d-40b6-b703-517647c91a7f · outbound

This paper cites In: Text Summarization Branches Out.

TomaMMU: A Comprehensive Multimodal Understanding Benchmark for Tomato Leaf Diseases In: Text Summarization Branches Out

Reference 15

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Observation a18fd4a4-7980-425e-ab23-9debfbca09a3 · outbound

This paper cites Visual Instruction Tuning.

TomaMMU: A Comprehensive Multimodal Understanding Benchmark for Tomato Leaf Diseases Visual Instruction Tuning

Reference 16

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Observation 59e4c2aa-ac87-4426-9c0c-fbedcb7b0301 · outbound

This paper cites an unresolved cited work.

TomaMMU: A Comprehensive Multimodal Understanding Benchmark for Tomato Leaf Diseases Unresolved cited work

Reference 17

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Observation 7d08c5cc-f11f-4bab-8b10-375c76829e77 · outbound

This paper cites Unified Deployment-Aware Evaluation of Open Reasoning Language Models.

TomaMMU: A Comprehensive Multimodal Understanding Benchmark for Tomato Leaf Diseases Unified Deployment-Aware Evaluation of Open Reasoning Language Models

Reference 18

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Observation e983a0fb-406b-4754-a670-49fdc8a79bee · outbound

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TomaMMU: A Comprehensive Multimodal Understanding Benchmark for Tomato Leaf Diseases Frontiers in Plant Science7(2016).https://doi.org/10

Reference 19

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Observation 7fd24411-2283-4e56-9553-108db3cc98f2 · outbound

This paper cites IEEE Access11, 35398–35410 (2023).

TomaMMU: A Comprehensive Multimodal Understanding Benchmark for Tomato Leaf Diseases IEEE Access11, 35398–35410 (2023)

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-14T04:31:22.266303Z

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Observation 2bfe30ad-de2a-45a0-a36b-182334acd753 · outbound

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TomaMMU: A Comprehensive Multimodal Understanding Benchmark for Tomato Leaf Diseases Unresolved cited work

Reference 21

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Observation 35cea3ae-a7cb-4aee-8985-30922fcfa267 · outbound

This paper cites AgriCLIP: Adapting CLIP for Agriculture and Livestock via Domain-Specialized Cross-Model Alignment.

TomaMMU: A Comprehensive Multimodal Understanding Benchmark for Tomato Leaf Diseases AgriCLIP: Adapting CLIP for Agriculture and Livestock via Domain-Specialized Cross-Model Alignment

Reference 22

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This paper cites https://doi.org/10.1002/9781118728475.ch13 , http://dx.doi.org/10.1002/ 9781118728475.ch131.

TomaMMU: A Comprehensive Multimodal Understanding Benchmark for Tomato Leaf Diseases https://doi.org/10.1002/9781118728475.ch13 , http://dx.doi.org/10.1002/ 9781118728475.ch131

Reference 23

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Observation 106621b9-7406-47f9-aba6-9ac685e5acd4 · outbound

This paper cites https://doi.org/10.1079/cabicompendium.56981 , http://dx.doi.org/ 10.1079/cabicompendium.569811.

TomaMMU: A Comprehensive Multimodal Understanding Benchmark for Tomato Leaf Diseases https://doi.org/10.1079/cabicompendium.56981 , http://dx.doi.org/ 10.1079/cabicompendium.569811

Reference 24

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Observation 5082d52f-4016-45b0-be4d-e35b7d738687 · outbound

This paper cites Horticulturae10(12), 1299 (Dec 2024).

TomaMMU: A Comprehensive Multimodal Understanding Benchmark for Tomato Leaf Diseases Horticulturae10(12), 1299 (Dec 2024)

Reference 25

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Observation 3268ceb9-6b55-4cf6-8934-15cce48924ff · outbound

This paper cites Journal of Information and Telecommunication9(3), 335–356 (Jan 2025).

TomaMMU: A Comprehensive Multimodal Understanding Benchmark for Tomato Leaf Diseases Journal of Information and Telecommunication9(3), 335–356 (Jan 2025)

Reference 26

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This paper cites https://doi.org/10.48550/ARXIV.2602.13662, https://arxiv.org/abs/ 2602.136623, 4, 6 TomaMMU Benchmark for Tomato Leaf Diseases 17.

TomaMMU: A Comprehensive Multimodal Understanding Benchmark for Tomato Leaf Diseases https://doi.org/10.48550/ARXIV.2602.13662, https://arxiv.org/abs/ 2602.136623, 4, 6 TomaMMU Benchmark for Tomato Leaf Diseases 17

Reference 27

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Observation 3e488830-e97d-4334-9c93-98abaffc29c9 · outbound

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TomaMMU: A Comprehensive Multimodal Understanding Benchmark for Tomato Leaf Diseases Unresolved cited work

Reference 28

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Observation 5bdf0dbe-492a-4591-babf-70ce73a094a6 · outbound

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TomaMMU: A Comprehensive Multimodal Understanding Benchmark for Tomato Leaf Diseases Learning Transferable Visual Models From Natural Language Supervision

Reference 29

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This paper cites International Journal on Digital Libraries23(3), 289–301 (2022).

TomaMMU: A Comprehensive Multimodal Understanding Benchmark for Tomato Leaf Diseases International Journal on Digital Libraries23(3), 289–301 (2022)

Reference 30

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Observation f6b05bd3-109f-4e61-ba3e-544989d15ba0 · outbound

This paper cites Journal of Industrial Information Integration38, 100572 (Mar 2024).

TomaMMU: A Comprehensive Multimodal Understanding Benchmark for Tomato Leaf Diseases Journal of Industrial Information Integration38, 100572 (Mar 2024)

Reference 31

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TomaMMU: A Comprehensive Multimodal Understanding Benchmark for Tomato Leaf Diseases PlantExpertVQA: A Visual Question Answering Dataset for Benchmarking Vision-Language Models in Plant Science

Reference 32

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Observation c418f14f-178b-4d46-95f0-cc3a106cbbcf · outbound

This paper cites Acta Horticulturae (808), 25–28 (Jan 2009).

TomaMMU: A Comprehensive Multimodal Understanding Benchmark for Tomato Leaf Diseases Acta Horticulturae (808), 25–28 (Jan 2009)

Reference 33

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This paper cites Ecological Modelling474, 110166 (Dec 2022).

TomaMMU: A Comprehensive Multimodal Understanding Benchmark for Tomato Leaf Diseases Ecological Modelling474, 110166 (Dec 2022)

Reference 34

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This paper cites In: Proceedings of the 7th ACM IKDD CoDS and 25th COMAD.

TomaMMU: A Comprehensive Multimodal Understanding Benchmark for Tomato Leaf Diseases In: Proceedings of the 7th ACM IKDD CoDS and 25th COMAD

Reference 35

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Observation 076a1ccd-b41e-4992-84b5-8fee5d2040c8 · outbound

This paper cites Annals of Applied Biology62(2), 319–327 (Oct 1968).

TomaMMU: A Comprehensive Multimodal Understanding Benchmark for Tomato Leaf Diseases Annals of Applied Biology62(2), 319–327 (Oct 1968)

Reference 36

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TomaMMU: A Comprehensive Multimodal Understanding Benchmark for Tomato Leaf Diseases Unresolved cited work

Reference 37

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This paper cites BioCLIP: A Vision Foundation Model for the Tree of Life.

TomaMMU: A Comprehensive Multimodal Understanding Benchmark for Tomato Leaf Diseases BioCLIP: A Vision Foundation Model for the Tree of Life

Reference 38

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TomaMMU: A Comprehensive Multimodal Understanding Benchmark for Tomato Leaf Diseases Eyes Wide Shut? Exploring the Visual Shortcomings of Multimodal LLMs

Reference 39

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TomaMMU: A Comprehensive Multimodal Understanding Benchmark for Tomato Leaf Diseases SigLIP 2: Multilingual Vision-Language Encoders with Improved Semantic Understanding, Localization, and Dense Features

Reference 40

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TomaMMU: A Comprehensive Multimodal Understanding Benchmark for Tomato Leaf Diseases Nature Food 4(11), 941–948 (Nov 2023)

Reference 41

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This paper cites InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models.

TomaMMU: A Comprehensive Multimodal Understanding Benchmark for Tomato Leaf Diseases InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models

Reference 42

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TomaMMU: A Comprehensive Multimodal Understanding Benchmark for Tomato Leaf Diseases Qwen3 Technical Report

Reference 43

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TomaMMU: A Comprehensive Multimodal Understanding Benchmark for Tomato Leaf Diseases Qwen2.5 Technical Report

Reference 44

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This paper cites MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI.

TomaMMU: A Comprehensive Multimodal Understanding Benchmark for Tomato Leaf Diseases MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI

Reference 45

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TomaMMU: A Comprehensive Multimodal Understanding Benchmark for Tomato Leaf Diseases In: The Thirty-eight Conference on Neural Information Processing Systems Datasets and Benchmarks Track (2024),https://openreview.net/forum?id=hMj6jZ6JWU8

Reference 46

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Observation a33228a0-27ca-4119-9c6d-db12e49f1e70 · outbound

This paper cites Horticultural Plant Journal8(6), 667–675 (Nov 2022).https://doi.org/10.1016/j.hpj.2022.04.008, http://dx.doi.org/10.1016/j.hpj.2022.04.0081.

TomaMMU: A Comprehensive Multimodal Understanding Benchmark for Tomato Leaf Diseases Horticultural Plant Journal8(6), 667–675 (Nov 2022).https://doi.org/10.1016/j.hpj.2022.04.008, http://dx.doi.org/10.1016/j.hpj.2022.04.0081

Reference 47

Resolution: verified exact; doi, observed 2026-08-14T04:31:22.439830Z

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Observation 49906098-2c54-43b6-80f9-56499e840ad5 · outbound

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TomaMMU: A Comprehensive Multimodal Understanding Benchmark for Tomato Leaf Diseases Unresolved cited work

Reference 48

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Observation df816a96-b964-4ef7-a8fb-34156c66766f · outbound

This paper cites Frontiers in Plant Science16(2025).

TomaMMU: A Comprehensive Multimodal Understanding Benchmark for Tomato Leaf Diseases Frontiers in Plant Science16(2025)

Reference 49

Resolution: metadata mismatch; raw_fallback, observed 2026-08-14T04:31:23.183583Z

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.

Pith citing papers

No inbound Pith citation observations are available.