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Paper Citation Record · LEDGER

RefereeBench: Are Video MLLMs Ready to be Multi-Sport Referees

As of 12 August 2026, this Paper Citation Record lists 64 of 64 outbound references and 0 inbound Pith citation observations for arXiv:2604.15736.

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

pith.paper-citation-record.v1
2604.15736 v1

Coverage vector

measured 64 of 64 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-10T08:38:27.081358Z

measured 64 of 64 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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

64 of 64 outbound references displayed

  • verified exact19
  • verified fuzzy4
  • unresolved41
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c033cf0a-3eec-42c2-886d-5f37bddec989 · outbound

This paper cites an unresolved cited work.

RefereeBench: Are Video MLLMs Ready to be Multi-Sport Referees Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-05-20T21:44:04.290151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T08:38:27.081358Z digest=sha256:10d61b64aa86798c9ef35d01ea27a4d761a69c3634f7fa965d9e3e29f40ce072

Observation 924be86d-550e-47a4-90c3-e1464ca135aa · outbound

This paper cites an unresolved cited work.

RefereeBench: Are Video MLLMs Ready to be Multi-Sport Referees Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-05-20T21:44:04.292465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T08:38:27.081358Z digest=sha256:3fd57876aa1c88809a92112214af7d7b7bf004295c51000c4a3d30fdd443d766

Observation 105a98e5-8329-4de8-90c7-4b87770e7331 · outbound

This paper cites Qwen3-VL Technical Report.

RefereeBench: Are Video MLLMs Ready to be Multi-Sport Referees Qwen3-VL Technical Report

Reference 3

Resolution
verified exact
local_arxiv, observed 2026-05-10T08:48:02.269532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T08:38:27.081358Z digest=sha256:fbba6c2b963998a1f033eb4a47d7baf6a260c951eded3ee0e4c0d25c51d23fb0

Observation 9bdf20f6-cdd4-4d12-9a9d-90fb12056a2c · outbound

This paper cites WhisperX: Time-Accurate Speech Transcription of Long-Form Audio.

RefereeBench: Are Video MLLMs Ready to be Multi-Sport Referees WhisperX: Time-Accurate Speech Transcription of Long-Form Audio

Reference 4

Resolution
verified exact
arxiv_id, observed 2026-05-10T08:48:02.256808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T08:38:27.081358Z digest=sha256:5c0d110ef5d2b475691c0d4f0e616b651f3104cd2b84421a8f5159af0291baef

Observation 625efaa4-abdc-4570-aaac-7edcae9002df · outbound

This paper cites an unresolved cited work.

RefereeBench: Are Video MLLMs Ready to be Multi-Sport Referees Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-05-20T21:44:04.195860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T08:38:27.081358Z digest=sha256:33986d7e90651555bcc5cf730f47f9dee3fbddcd6ba817a6b2246c9911909893

Observation ff301cff-27a6-4124-b307-32c22aa84b61 · outbound

This paper cites an unresolved cited work.

RefereeBench: Are Video MLLMs Ready to be Multi-Sport Referees Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-05-20T21:44:04.203790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T08:38:27.081358Z digest=sha256:2da10f5a82541fe6aafbdc1682a768b6aad77763b7b6ee2db48c2a6608e41f3b

Observation 8dc5e851-a34a-4f0f-9136-29327f762dc2 · outbound

This paper cites In Proceedings of the Computer Vision and Pattern Recognition Conference.

RefereeBench: Are Video MLLMs Ready to be Multi-Sport Referees In Proceedings of the Computer Vision and Pattern Recognition Conference

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T21:44:04.192203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T08:38:27.081358Z digest=sha256:8a7dc279879c4cab1ece7f9b0ae7ebe7735e716e80504c185e7a10502a2a8efa

Observation d3e78b83-152f-4427-931b-f1860bbe6982 · outbound

This paper cites an unresolved cited work.

RefereeBench: Are Video MLLMs Ready to be Multi-Sport Referees Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-05-20T21:44:04.213460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T08:38:27.081358Z digest=sha256:a8ee0490b0d3ef17d1ba579906aeaeb0d8faab5e805210b133f47e8f305f818a

Observation 8e151610-25c5-4aac-8e09-d9a81db38745 · outbound

This paper cites an unresolved cited work.

RefereeBench: Are Video MLLMs Ready to be Multi-Sport Referees Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-05-20T21:44:04.286700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T08:38:27.081358Z digest=sha256:1f8a706b80daba1dba216d5ca5b7030a5cb493f9f7012bab2c8a2734a383b429

Observation 3f6eab1c-3f98-44b5-b69f-cf7ef553d05c · outbound

This paper cites an unresolved cited work.

RefereeBench: Are Video MLLMs Ready to be Multi-Sport Referees Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-05-20T21:44:04.274597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T08:38:27.081358Z digest=sha256:755309ae000e10012bdadb703da674a739537cf2879d845461b9e9a53c904bf3

Observation efd71e69-063d-48f0-8eda-ab797232f38d · outbound

This paper cites an unresolved cited work.

RefereeBench: Are Video MLLMs Ready to be Multi-Sport Referees Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-05-20T21:44:04.194144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T08:38:27.081358Z digest=sha256:8601d3bb4c77f046ecb69062a77738ff2dd738973276871e1aa2e0f17f047c74

Observation 4af70d98-2788-4b20-85b2-abe90fc7600a · outbound

This paper cites Breaking Down Video LLM Benchmarks: Knowledge, Spatial Perception, or True Temporal Understanding?.

RefereeBench: Are Video MLLMs Ready to be Multi-Sport Referees Breaking Down Video LLM Benchmarks: Knowledge, Spatial Perception, or True Temporal Understanding?

Reference 12

Resolution
verified exact
arxiv_id, observed 2026-05-10T08:48:02.252494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T08:38:27.081358Z digest=sha256:1a934f81cddefeaaf9cfdc1cf45faf2020b00f53c2265f4a48a7134c5e2fed94

Observation ca3db60e-e13d-40d8-bb37-c09476630ebf · outbound

This paper cites an unresolved cited work.

RefereeBench: Are Video MLLMs Ready to be Multi-Sport Referees Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-05-20T21:44:04.185415Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T08:38:27.081358Z digest=sha256:e6008f39a788509a4160ce9145bb90c92d8c59f78b6236738a0e809a08285ec0

Observation f0a76cb0-37f1-4d09-b804-a0dacf141d8e · outbound

This paper cites an unresolved cited work.

RefereeBench: Are Video MLLMs Ready to be Multi-Sport Referees Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-05-20T21:44:04.263879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T08:38:27.081358Z digest=sha256:d1eed75bdd311f1dea06322a4f79f4070ef46eba36fb26b00a165a5a458a44ef

Observation f3b53706-39f2-467c-b4be-a177c1482b80 · outbound

This paper cites an unresolved cited work.

RefereeBench: Are Video MLLMs Ready to be Multi-Sport Referees Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-05-20T21:44:04.223523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T08:38:27.081358Z digest=sha256:d6eb88147b256a7494a3537c826bf02106ce907999d5401b50766c7f4f015963

Observation b9063944-28c6-444e-b3ec-7c90459dfdf9 · outbound

This paper cites an unresolved cited work.

RefereeBench: Are Video MLLMs Ready to be Multi-Sport Referees Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-05-20T21:44:04.215423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T08:38:27.081358Z digest=sha256:ac0f159ba75018493a45c71b080f5bdebe604c225b8f6fac6d6750f2a58180b7

Observation 5ba8e445-dd51-4bbc-964e-2b2d7c78c243 · outbound

This paper cites SCBench: A Sports Commentary Benchmark for Video LLMs.

RefereeBench: Are Video MLLMs Ready to be Multi-Sport Referees SCBench: A Sports Commentary Benchmark for Video LLMs

Reference 17

Resolution
verified exact
arxiv_id, observed 2026-05-10T08:48:02.282471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T08:38:27.081358Z digest=sha256:cef5fee1eba440ffd1b5efa856d5740940108f985e5225ebdbb262154ff8935d

Observation 4ea0a133-70f8-44f8-b434-7798f5b13996 · outbound

This paper cites an unresolved cited work.

RefereeBench: Are Video MLLMs Ready to be Multi-Sport Referees Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-05-20T21:44:04.208378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T08:38:27.081358Z digest=sha256:bd7424a2c96de4762c6f13d344b7d183e988003337c9f56db0eb0d0f5417fdaf

Observation 8adacb3e-b0cc-4090-af20-7887a9a6795b · outbound

This paper cites an unresolved cited work.

RefereeBench: Are Video MLLMs Ready to be Multi-Sport Referees Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-05-20T21:44:04.288476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T08:38:27.081358Z digest=sha256:8f59259c8f689f193e06604eae89f7037f877aeb4dbbdc84dd441480009a4de7

Observation 0474b06f-7efc-45d5-a218-a0538e016c6b · outbound

This paper cites an unresolved cited work.

RefereeBench: Are Video MLLMs Ready to be Multi-Sport Referees Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-05-20T21:44:04.189660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T08:38:27.081358Z digest=sha256:62a193fe83b65eb6394ed7b73dbec83cb9c4121d06124959b56d94032c283942

Observation 388f722d-546e-44d4-ae62-47f8e9dd8fe4 · outbound

This paper cites an unresolved cited work.

RefereeBench: Are Video MLLMs Ready to be Multi-Sport Referees Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-05-20T21:44:04.205493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T08:38:27.081358Z digest=sha256:345938b50bdecb59046e510dacf262dd4426792702ccbad047606436082c80cc

Observation b6bb4436-396c-4b9c-8b44-81d34c31133e · outbound

This paper cites an unresolved cited work.

RefereeBench: Are Video MLLMs Ready to be Multi-Sport Referees Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-05-20T21:44:04.258409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T08:38:27.081358Z digest=sha256:c20e4014adbc63f77cddc464e0e32b76406e38007eac05d9c1f714b39389fb6a

Observation 0a173a1b-08a5-4ad0-81d3-17f6955bed6a · outbound

This paper cites an unresolved cited work.

RefereeBench: Are Video MLLMs Ready to be Multi-Sport Referees Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-05-20T21:44:04.187285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T08:38:27.081358Z digest=sha256:439d384b6236b4caffa648b18b3d8a641688a91f54f41077c2d87218704f3718

Observation 27190ed6-4464-49e3-9320-8c50cc47bcb1 · outbound

This paper cites an unresolved cited work.

RefereeBench: Are Video MLLMs Ready to be Multi-Sport Referees Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-05-20T21:44:04.217876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T08:38:27.081358Z digest=sha256:006168e872059f108485cda73a52b8383fccf3dc85813f5ef0a7dc3bee1afd1b

Observation 8e503379-188a-4208-9d40-3d7569e9238b · outbound

This paper cites In2019 16th IEEE international conference on advanced video and signal based surveillance (A VSS).

RefereeBench: Are Video MLLMs Ready to be Multi-Sport Referees In2019 16th IEEE international conference on advanced video and signal based surveillance (A VSS)

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T21:44:04.220852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T08:38:27.081358Z digest=sha256:000e294631f57811df7d014e352a48bf6067c3c93d957c9bbe8c470899bb86ff

Observation adb671f7-570d-4b46-ad73-de524105738f · outbound

This paper cites an unresolved cited work.

RefereeBench: Are Video MLLMs Ready to be Multi-Sport Referees Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-05-20T21:44:04.211768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T08:38:27.081358Z digest=sha256:67f6076b73af7da729e919b6cfd1b498b7dd8e5785542da248633cf81484a254

Observation 791b880d-f366-4f09-8986-752f9853ffe1 · outbound

This paper cites Sports-qa: A large-scale video question answering bench- mark for complex and professional sports.

RefereeBench: Are Video MLLMs Ready to be Multi-Sport Referees Sports-qa: A large-scale video question answering bench- mark for complex and professional sports

Reference 27

Resolution
verified exact
arxiv_id, observed 2026-05-10T08:48:02.278244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T08:38:27.081358Z digest=sha256:79d75621887fc4d6f53f7b980552247a2567de9b3bc4e3f4619a6cf6252a9e2a

Observation ee29cd21-9f62-4799-ae27-ebad4e8e57c7 · outbound

This paper cites an unresolved cited work.

RefereeBench: Are Video MLLMs Ready to be Multi-Sport Referees Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-05-20T21:44:04.254184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T08:38:27.081358Z digest=sha256:e389b7662fc70a6ea09aedc910161bd90a9a6a7fc00373108bd8e6ab6eaaa21f

Observation e15fc6f3-73ab-462d-b775-f7a54c3ba348 · outbound

This paper cites Benchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset and Self-adaptive Planning Agent.

RefereeBench: Are Video MLLMs Ready to be Multi-Sport Referees Benchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset and Self-adaptive Planning Agent

Reference 29

Resolution
verified exact
arxiv_id, observed 2026-05-10T08:48:02.260942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T08:38:27.081358Z digest=sha256:7167edc5c1649a96522f8575c60e7370042434109bef22e22efb69437e26427d

Observation 6657ee43-e4d7-48db-8e79-d92b8f66927b · outbound

This paper cites Videoreasonbench: Can mllms perform vision-centric complex video reasoning?.

RefereeBench: Are Video MLLMs Ready to be Multi-Sport Referees Videoreasonbench: Can mllms perform vision-centric complex video reasoning?

Reference 30

Resolution
verified exact
arxiv_id, observed 2026-05-10T08:48:02.265544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T08:38:27.081358Z digest=sha256:450d5e0bffb9a0a32f5c02e2d1c253db5036b5f0b2ef83d7a2834a3ef7d07385

Observation 284af565-d090-4f18-8840-455ff3f941a3 · outbound

This paper cites F$^3$Set: Towards Analyzing Fast, Frequent, and Fine-grained Events from Videos.

RefereeBench: Are Video MLLMs Ready to be Multi-Sport Referees F$^3$Set: Towards Analyzing Fast, Frequent, and Fine-grained Events from Videos

Reference 31

Resolution
verified exact
arxiv_id, observed 2026-05-10T08:48:02.273708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T08:38:27.081358Z digest=sha256:66acfa7d425726b733a48f22f96f9964a6b29ef968048a98c66d860ec54c4c11

Observation 747542e6-07e4-4031-9b27-282291f42c08 · outbound

This paper cites an unresolved cited work.

RefereeBench: Are Video MLLMs Ready to be Multi-Sport Referees Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-05-20T21:44:04.226996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T08:38:27.081358Z digest=sha256:101695bbdefdbba215dd8010afac4a8c8c9444cb48e754989380f4c4d3cf72a3

Observation b56b958f-cfca-45ce-a1fb-3e0609bd9946 · outbound

This paper cites an unresolved cited work.

RefereeBench: Are Video MLLMs Ready to be Multi-Sport Referees Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-05-20T21:44:04.198184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T08:38:27.081358Z digest=sha256:fa690d378984398a30ccef7e1f2167d1f16f0850ede5b1e51f497693631085ab

Observation 909fce7d-d3d6-4104-aaab-d13621f2b3eb · outbound

This paper cites an unresolved cited work.

RefereeBench: Are Video MLLMs Ready to be Multi-Sport Referees Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-05-20T21:44:04.199988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T08:38:27.081358Z digest=sha256:15972da0b0bf109e1cf5b09aa3b1eb33758b505c31e99c49704e9d4b44a17850

Observation ebf99bf0-d922-44fc-91d2-e4feb13286f2 · outbound

This paper cites an unresolved cited work.

RefereeBench: Are Video MLLMs Ready to be Multi-Sport Referees Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-05-20T21:44:04.230276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T08:38:27.081358Z digest=sha256:20eb1e49cabd8d06a902c44eb60533f0e31dd6027846bc36bf326c15cec377db

Observation ac128b0d-37c7-4c89-bcdd-6c30c3fe23c1 · outbound

This paper cites an unresolved cited work.

RefereeBench: Are Video MLLMs Ready to be Multi-Sport Referees Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-05-20T21:44:04.240978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T08:38:27.081358Z digest=sha256:700287a4bcc2ff0960a9c9ec1f242159875c2ac182f1dc8717f5ec68ce05cc41

Observation 8becb667-e66b-43a7-821a-95158a57f6dd · outbound

This paper cites an unresolved cited work.

RefereeBench: Are Video MLLMs Ready to be Multi-Sport Referees Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-05-20T21:44:04.248274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T08:38:27.081358Z digest=sha256:a50f8cbfb2a464bd060e2a7387be577485f45e788534db15614ddf7babb8ef0d

Observation bb554f41-2509-4b01-b717-8f47f3fcf178 · outbound

This paper cites InProceedings of the 33rd ACM International Conference on Multimedia.

RefereeBench: Are Video MLLMs Ready to be Multi-Sport Referees InProceedings of the 33rd ACM International Conference on Multimedia

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T21:44:04.280835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T08:38:27.081358Z digest=sha256:20f90c6b59b44ac345f8aa6dbb48d686f6c0d2e1da3417f0fe7ac6cef927bc61

Observation 7643a036-bf7f-4e64-aa5e-7e5cfe4b7aa3 · outbound

This paper cites an unresolved cited work.

RefereeBench: Are Video MLLMs Ready to be Multi-Sport Referees Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-05-20T21:44:04.237760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T08:38:27.081358Z digest=sha256:03d2effeebc70e23eef2d77234b00bdb8def56f00f1a3874c86392209b8572cd

Observation f2c7e8a2-40ec-4163-8dd3-091baa09e179 · outbound

This paper cites Proximal Policy Optimization Algorithms.

RefereeBench: Are Video MLLMs Ready to be Multi-Sport Referees Proximal Policy Optimization Algorithms

Reference 40

Resolution
verified exact
local_arxiv, observed 2026-05-10T08:48:02.324157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T08:38:27.081358Z digest=sha256:8c45a6aaf67a9dc334c40b3d09fbd31b88f196e5c7654f9ba7486fc182515f8d

Observation 658b221f-904a-4e3b-ab26-0b6dbff07905 · outbound

This paper cites an unresolved cited work.

RefereeBench: Are Video MLLMs Ready to be Multi-Sport Referees Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-05-20T21:44:04.250977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T08:38:27.081358Z digest=sha256:e5f3a89e37eaf46be6a51f6d64b4a46f573685cb6baed39d23df2712b977a9ad

Observation d2df33b0-9f2f-4ea4-b654-c5cfce24a73b · outbound

This paper cites an unresolved cited work.

RefereeBench: Are Video MLLMs Ready to be Multi-Sport Referees Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-05-20T21:44:04.201696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T08:38:27.081358Z digest=sha256:2198c17c2912621c41266fbcc9d7153c514be09e66a7bfa84b3f2f2ca99186d9

Observation 57e1b93b-212a-4843-a178-f81b9847147b · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

RefereeBench: Are Video MLLMs Ready to be Multi-Sport Referees DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 43

Resolution
verified exact
local_arxiv, observed 2026-05-10T08:48:02.328399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T08:38:27.081358Z digest=sha256:0b5d85b335679d8baa210dac88cabe28d4b355e132e0b4540551d1e387bb3240

Observation e87e484a-23d6-4892-92d2-671354538ab4 · outbound

This paper cites an unresolved cited work.

RefereeBench: Are Video MLLMs Ready to be Multi-Sport Referees Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-05-20T21:44:04.244728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T08:38:27.081358Z digest=sha256:d0a077322e4270e0b060fef4cca7d19cb9e0a5965c1d4a26cc74bef8c99cde56

Observation fab1abc1-2d8f-48e9-a3a1-19a2d9e04766 · outbound

This paper cites an unresolved cited work.

RefereeBench: Are Video MLLMs Ready to be Multi-Sport Referees Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-05-20T21:44:04.210065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T08:38:27.081358Z digest=sha256:cf914f7a07a20334e367516477a28f366f7a16c7bcaebaaf969a4907eb65b3c0

Observation 0f34017e-0285-45d6-8246-33623fe7dfda · outbound

This paper cites an unresolved cited work.

RefereeBench: Are Video MLLMs Ready to be Multi-Sport Referees Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-05-20T21:44:04.284852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T08:38:27.081358Z digest=sha256:3cb0e77e0e8894b8854f984092e0e8da145b7fc09bd676e1810be00eb3fcab19

Observation 461670d1-cc40-485b-b3fb-39ad1d3f7734 · outbound

This paper cites Sportsgpt: An llm-driven framework for interpretable sports motion assessment and training guidance.

RefereeBench: Are Video MLLMs Ready to be Multi-Sport Referees Sportsgpt: An llm-driven framework for interpretable sports motion assessment and training guidance

Reference 47

Resolution
verified exact
arxiv_id, observed 2026-05-10T08:48:02.320360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T08:38:27.081358Z digest=sha256:41a7c7e186e8994334eb4d3728288aa6f9c76a92dd65952bf01648aab75e2ca0

Observation a6cac73d-0c66-4d31-944d-e0b15636efe4 · outbound

This paper cites an unresolved cited work.

RefereeBench: Are Video MLLMs Ready to be Multi-Sport Referees Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-05-20T21:44:04.270222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T08:38:27.081358Z digest=sha256:3903d429bb6d2f484d3111b80154cfc6883685cb3a71ccbad64bda7ae2505c02

Observation 3249310f-dc5b-43ed-a7f1-6be605e36373 · outbound

This paper cites InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency.

RefereeBench: Are Video MLLMs Ready to be Multi-Sport Referees InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency

Reference 49

Resolution
verified exact
arxiv_id, observed 2026-05-10T11:58:59.417668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T08:38:27.081358Z digest=sha256:18819b227c46ce12356cd12f78786c517cca102e1171fce021aa1eb9380884db

Observation 10f86c3b-2caf-4af3-b4bf-6e4503b3d7f4 · outbound

This paper cites an unresolved cited work.

RefereeBench: Are Video MLLMs Ready to be Multi-Sport Referees Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-05-20T21:44:04.266193Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T08:38:27.081358Z digest=sha256:197f957bad68599420e42145533df8d473ef762cd3dbcdd975a5d35dea733d47

Observation 750da8ca-91d1-4da3-803c-adeb5ee71463 · outbound

This paper cites an unresolved cited work.

RefereeBench: Are Video MLLMs Ready to be Multi-Sport Referees Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-05-20T21:44:04.282895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T08:38:27.081358Z digest=sha256:d6fa911cd60fc69b7842ddb47949cd959c8dc2bc74513ea4491f9c0acaf27397

Observation 1df9b28b-2ddc-4c66-a6db-a3f5e4d07b43 · outbound

This paper cites an unresolved cited work.

RefereeBench: Are Video MLLMs Ready to be Multi-Sport Referees Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-05-20T21:44:04.268171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T08:38:27.081358Z digest=sha256:e6643d2305485fa25bc9f455e273a27e4a53b11e209f516eb8bbb16b4fd92cfa

Observation 920410d6-f273-4562-b172-7faf9aa8d424 · outbound

This paper cites Language and Multimodal Models in Sports: A Survey of Datasets and Applications.

RefereeBench: Are Video MLLMs Ready to be Multi-Sport Referees Language and Multimodal Models in Sports: A Survey of Datasets and Applications

Reference 53

Resolution
verified exact
arxiv_id, observed 2026-05-10T08:48:02.286048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T08:38:27.081358Z digest=sha256:92b129e936f500bcfce9b93c36af839a83efdf0b934b5e77abf7ef1f198860c1

Observation 0caba9f5-30d4-4cc7-9633-f9bd4243b5ee · outbound

This paper cites SPORTU: A Comprehensive Sports Understanding Benchmark for Multimodal Large Language Models.

RefereeBench: Are Video MLLMs Ready to be Multi-Sport Referees SPORTU: A Comprehensive Sports Understanding Benchmark for Multimodal Large Language Models

Reference 54

Resolution
verified exact
arxiv_id, observed 2026-05-10T08:48:02.289531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T08:38:27.081358Z digest=sha256:7429fd6f446da44cdc528764e39ce071e239b3df5366ac48b741ccde539d21ad

Observation 94ecfaf1-74d1-40a3-970c-117f07ee9cda · outbound

This paper cites Qwen3-Omni Technical Report.

RefereeBench: Are Video MLLMs Ready to be Multi-Sport Referees Qwen3-Omni Technical Report

Reference 55

Resolution
verified exact
arxiv_id, observed 2026-05-11T00:20:38.220353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T08:38:27.081358Z digest=sha256:067dc1d0b83892f8fe57669fe969f2b71ac37e94ae21b693e9f9a4970a2a1076

Observation efc7cd91-d5d6-4b9c-826f-410f58b59544 · outbound

This paper cites an unresolved cited work.

RefereeBench: Are Video MLLMs Ready to be Multi-Sport Referees Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-05-20T21:44:04.261532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T08:38:27.081358Z digest=sha256:144331e298cbc46649e28e0adbcaa0b51a09dcc89b2b149cedf866e22eda0e8c

Observation eb03142e-85c8-4d02-92f1-a5b41f023bf6 · outbound

This paper cites InProceedings of the IEEE/CVF conference on computer vision and pattern recognition.

RefereeBench: Are Video MLLMs Ready to be Multi-Sport Referees InProceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-05-20T21:44:04.272576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T08:38:27.081358Z digest=sha256:84cf5bb777e195542164ff2950185d30b34adf75e7db4c1d50725a52ef1db5c3

Observation 6c3a2b8e-8c24-4de7-9afb-07457bd850df · outbound

This paper cites an unresolved cited work.

RefereeBench: Are Video MLLMs Ready to be Multi-Sport Referees Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-05-20T21:44:04.276454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T08:38:27.081358Z digest=sha256:23328baa04fc759b8fc1398a58941ac3a3ad644f9725be4fec7f8852664e5ea6

Observation 32b30b66-15a6-4559-91ce-80a3059c061e · outbound

This paper cites arXiv preprint arXiv:2505.02064 , year=.

RefereeBench: Are Video MLLMs Ready to be Multi-Sport Referees arXiv preprint arXiv:2505.02064 , year=

Reference 59

Resolution
verified exact
arxiv_id, observed 2026-05-10T08:48:02.302292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T08:38:27.081358Z digest=sha256:8faa3a05a13d669d31925f4d0c678854c8883013965ba9eff9c16268f790bb70

Observation 64f56882-9d42-4a3a-8ae8-f6fe0628ccbe · outbound

This paper cites an unresolved cited work.

RefereeBench: Are Video MLLMs Ready to be Multi-Sport Referees Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-05-20T21:44:04.234250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T08:38:27.081358Z digest=sha256:cfbc72930fb2a414bb5ab36b8ab0913abbafc8fe84f57846c1d15c9b5c8495e3

Observation 1ee198bd-8792-4857-9407-b2622f3c585f · outbound

This paper cites VideoLLaMA 3: Frontier Multimodal Foundation Models for Image and Video Understanding.

RefereeBench: Are Video MLLMs Ready to be Multi-Sport Referees VideoLLaMA 3: Frontier Multimodal Foundation Models for Image and Video Understanding

Reference 61

Resolution
verified exact
arxiv_id, observed 2026-05-11T01:20:00.737157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T08:38:27.081358Z digest=sha256:336369047d447c45114f4bc3336c0be6727b73c2590e372c32fb1b825b42d3f1

Observation a5bd28fa-8240-4aa8-a8b6-6d989531edc0 · outbound

This paper cites LLaVA-Video: Video Instruction Tuning With Synthetic Data.

RefereeBench: Are Video MLLMs Ready to be Multi-Sport Referees LLaVA-Video: Video Instruction Tuning With Synthetic Data

Reference 62

Resolution
verified exact
arxiv_id, observed 2026-05-10T08:48:02.293350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T08:38:27.081358Z digest=sha256:c292c68d63b70e3aa69377e8c5cc72191b5f23f4ad6eebf12e8f8f6779e74b0e

Observation 1c137553-bea2-4419-a201-0d2e64d33de7 · outbound

This paper cites an unresolved cited work.

RefereeBench: Are Video MLLMs Ready to be Multi-Sport Referees Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-05-20T21:44:04.278231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T08:38:27.081358Z digest=sha256:a4d0285fadfa0419c0260465bfee925cf55c8e27b74901c5f3a7f55da46a0389

Observation 0211a101-53cd-4274-a8dd-37e1cee3d2be · outbound

This paper cites an unresolved cited work.

RefereeBench: Are Video MLLMs Ready to be Multi-Sport Referees Unresolved cited work

Reference 64

Resolution
verified exact
arxiv_id, observed 2026-05-10T08:48:02.316136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-10T08:38:27.081358Z digest=sha256:39d3b508117fc8d77324ed2c8b9ff41fbd1051df2cb33df7f1f96e81ecbf2331

Pith citing papers

No inbound Pith citation observations are available.