Paper Citation Record · LEDGER

FAM-Bench: A Multimodal Benchmark for Condition-Aware Food-as-Medicine Reasoning

As of 22 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 1 inbound Pith citation observation for arXiv:2605.31410.

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

pith.paper-citation-record.v1
2605.31410 v1

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-28T22:12:28.812691Z

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-27T02:17:49.019550Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-03T19:08:49.456428Z

Reference resolution

12 of 12 outbound references displayed

verified exact2
verified fuzzy0
unresolved6
parse uncertain0
malformed identifier1
metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ce9a7470-712c-44d9-a62d-5158c613e0a0 · outbound

This paper cites InEuropean conference on computer vision, pages 446–461.

FAM-Bench: A Multimodal Benchmark for Condition-Aware Food-as-Medicine Reasoning InEuropean conference on computer vision, pages 446–461

Reference 1

Resolution: unresolved; no resolver link, observed 2026-06-28T22:12:28.812691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 832556ad-c51e-4efb-8b8d-f1d98ab75a86 · outbound

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

FAM-Bench: A Multimodal Benchmark for Condition-Aware Food-as-Medicine Reasoning Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

Reference 2

Resolution: metadata mismatch; local_arxiv, observed 2026-07-01T19:36:09.242356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7ee3049f-6aea-4d69-84b2-d5179d037f21 · outbound

This paper cites January Food Benchmark (JFB): A Public Benchmark Dataset and Evaluation Suite for Multimodal Food Analysis.

FAM-Bench: A Multimodal Benchmark for Condition-Aware Food-as-Medicine Reasoning January Food Benchmark (JFB): A Public Benchmark Dataset and Evaluation Suite for Multimodal Food Analysis

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-07-01T19:36:09.244114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e2bdebec-fb45-424f-991d-0bd34236a4d7 · outbound

This paper cites Gemma 3 Technical Report.

FAM-Bench: A Multimodal Benchmark for Condition-Aware Food-as-Medicine Reasoning Gemma 3 Technical Report

Reference 4

Resolution: metadata mismatch; local_arxiv, observed 2026-07-01T19:36:09.247491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 29bac44a-75a6-472b-b992-b5726d270afa · outbound

This paper cites Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case Study in Medicine.

FAM-Bench: A Multimodal Benchmark for Condition-Aware Food-as-Medicine Reasoning Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case Study in Medicine

Reference 5

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T19:36:09.250257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8cbbbfee-bfff-402d-885d-5e18c103243c · outbound

This paper cites Hangyu Sha, Fan Gong, Bo Liu, Runfeng Liu, Haofen Wang, and Tianxing Wu.

FAM-Bench: A Multimodal Benchmark for Condition-Aware Food-as-Medicine Reasoning Hangyu Sha, Fan Gong, Bo Liu, Runfeng Liu, Haofen Wang, and Tianxing Wu

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-28T22:12:28.812691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0bd40bf0-124a-4df3-9272-279af4f6034f · outbound

This paper cites NUTRIVISION: A System for Automatic Diet Management in Smart Healthcare.

FAM-Bench: A Multimodal Benchmark for Condition-Aware Food-as-Medicine Reasoning NUTRIVISION: A System for Automatic Diet Management in Smart Healthcare

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-07-01T19:36:09.252221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 766905d8-6704-4cb6-9639-f4422c0f5ded · outbound

This paper cites one root of medicine and food.

FAM-Bench: A Multimodal Benchmark for Condition-Aware Food-as-Medicine Reasoning one root of medicine and food

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-28T22:12:28.812691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6e4669f-3b8d-4677-8eed-eb35df6c3fc6 · outbound

This paper cites an unresolved cited work.

FAM-Bench: A Multimodal Benchmark for Condition-Aware Food-as-Medicine Reasoning Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-28T22:12:28.812691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2256bc9-acdb-4ae0-8efb-112a697c19b3 · outbound

This paper cites an unresolved cited work.

FAM-Bench: A Multimodal Benchmark for Condition-Aware Food-as-Medicine Reasoning Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-28T22:12:28.812691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3c5352d-9dc3-4a2a-9b7e-5c0c64d4a6ac · outbound

This paper cites conflicting evidence.

FAM-Bench: A Multimodal Benchmark for Condition-Aware Food-as-Medicine Reasoning conflicting evidence

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-28T22:12:28.812691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 589f02ae-f360-47b6-9ff9-fdb01a9b4dd1 · outbound

This paper cites recommend.

FAM-Bench: A Multimodal Benchmark for Condition-Aware Food-as-Medicine Reasoning recommend

Reference 12

Resolution: malformed identifier; no resolver link, observed 2026-06-28T22:12:28.812691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 7bc9c847-16e8-4457-a7fb-c5f45f91b4dd · inbound

LADBench: A Benchmark for Logical Fault Detection in Images cites this paper.

LADBench: A Benchmark for Logical Fault Detection in Images FAM-Bench: A Multimodal Benchmark for Condition-Aware Food-as-Medicine Reasoning

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-07-03T19:08:49.458294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.