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Paper Citation Record · LEDGER

HERM: Benchmarking and Enhancing Multimodal LLMs for Human-Centric Understanding

As of 18 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2410.06777.

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

pith.paper-citation-record.v1
2410.06777 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:56:36.418267Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-23T07:05:29.206108Z

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 af44dd6f-07f1-4948-ab70-00a98a133c5f · inbound

HumanVBench: Probing Human-Centric Video Understanding in MLLMs with Automatically Synthesized Benchmarks cites this paper.

HumanVBench: Probing Human-Centric Video Understanding in MLLMs with Automatically Synthesized Benchmarks HERM: Benchmarking and Enhancing Multimodal LLMs for Human-Centric Understanding

Reference 31

Resolution
verified exact
arxiv_id, observed 2026-05-23T07:05:29.208943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-23T07:05:08.716223Z digest=sha256:df01d54efd4311538f0eac6b32718157decba56214eff3ce9865cd8fae2ce5ca

Observation 60c2d99f-43d0-4352-8d4b-19bae665ee01 · inbound

HumaniBench: A Human-Centric Framework for Large Multimodal Models Evaluation cites this paper.

HumaniBench: A Human-Centric Framework for Large Multimodal Models Evaluation HERM: Benchmarking and Enhancing Multimodal LLMs for Human-Centric Understanding

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-15T20:56:36.418267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:56:36.418267Z digest=sha256:cdf96f6d93b0d977afa265b0b3c46eb4f360b60ff0ae5308603133704f19855e

Observation 71e0f724-f098-4801-beff-db79cfeb5f92 · inbound

HumanPCR: Probing MLLM Capabilities in Diverse Human-Centric Scenes cites this paper.

HumanPCR: Probing MLLM Capabilities in Diverse Human-Centric Scenes HERM: Benchmarking and Enhancing Multimodal LLMs for Human-Centric Understanding

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-05T19:03:08.842138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T19:03:08.842138Z digest=sha256:d7612fb04670d1b7db0d4f17b54b35d5561048529f2228b61c34398c39bff9dc

Observation 66584e74-b669-46f3-9672-ae21dfef84d0 · inbound

Employing Vision-Language Models for Face Image Quality Assessment cites this paper.

Employing Vision-Language Models for Face Image Quality Assessment HERM: Benchmarking and Enhancing Multimodal LLMs for Human-Centric Understanding

Reference 20

Resolution
verified exact
arxiv_id, observed 2026-05-20T14:03:20.450770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-20T14:01:36.342608Z digest=sha256:8289d5d2d6c5d10bc396c8b14d02041b954772a6320716643cfa416cfe9b8dd3