Paper Citation Record · LEDGER

IsoBench: Benchmarking Multimodal Foundation Models on Isomorphic Representations

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2404.01266.

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

pith.paper-citation-record.v1
2404.01266 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 7 of 7 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T16:00:23.665656Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-23T20:13:24.888266Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation e53d8485-5e44-4821-8c36-a047c854cde0 · inbound

ErrorRadar: Benchmarking Complex Mathematical Reasoning of Multimodal Large Language Models Via Error Detection cites this paper.

ErrorRadar: Benchmarking Complex Mathematical Reasoning of Multimodal Large Language Models Via Error Detection IsoBench: Benchmarking Multimodal Foundation Models on Isomorphic Representations

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-23T20:13:24.891338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9921dd2e-40df-4eed-a4ef-5940f161cb21 · inbound

Reflections from the 2024 Large Language Model (LLM) Hackathon for Applications in Materials Science and Chemistry cites this paper.

Reflections from the 2024 Large Language Model (LLM) Hackathon for Applications in Materials Science and Chemistry IsoBench: Benchmarking Multimodal Foundation Models on Isomorphic Representations

Reference 207

Resolution: unresolved; no resolver link, observed 2026-08-12T16:00:23.665656Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 71cd4a9e-414f-4992-b289-3f1ac3ee3f6a · inbound

Transformers Struggle to Learn to Search cites this paper.

Transformers Struggle to Learn to Search IsoBench: Benchmarking Multimodal Foundation Models on Isomorphic Representations

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T21:23:18.311622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation babb6af9-8727-4a53-b713-e0b26a5d3279 · inbound

Can MLLMs Reason in Multimodality? EMMA: An Enhanced MultiModal ReAsoning Benchmark cites this paper.

Can MLLMs Reason in Multimodality? EMMA: An Enhanced MultiModal ReAsoning Benchmark IsoBench: Benchmarking Multimodal Foundation Models on Isomorphic Representations

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-10T21:18:59.538886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 839f82ac-2372-4ace-ae8b-7ca6f029ae5a · inbound

Seeing is Believing, but How Much? A Comprehensive Analysis of Verbalized Calibration in Vision-Language Models cites this paper.

Seeing is Believing, but How Much? A Comprehensive Analysis of Verbalized Calibration in Vision-Language Models IsoBench: Benchmarking Multimodal Foundation Models on Isomorphic Representations

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T14:01:22.788224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bfc5a169-50ce-4d1c-a3ec-7ea13cd751fe · inbound

Domain Specific Benchmarks for Evaluating Multimodal Large Language Models cites this paper.

Domain Specific Benchmarks for Evaluating Multimodal Large Language Models IsoBench: Benchmarking Multimodal Foundation Models on Isomorphic Representations

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T00:39:41.773291Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 258ecac6-c69b-4828-91c3-e2d6f3a20a89 · inbound

PARC: A Quantitative Framework Uncovering the Symmetries within Vision Language Models cites this paper.

PARC: A Quantitative Framework Uncovering the Symmetries within Vision Language Models IsoBench: Benchmarking Multimodal Foundation Models on Isomorphic Representations

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T11:12:03.355489Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.