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Paper Citation Record · LEDGER

Exploring the Effect of Reinforcement Learning on Video Understanding: Insights from SEED-Bench-R1

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 9 inbound Pith citation observations for arXiv:2503.24376.

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

pith.paper-citation-record.v1
2503.24376 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 9 of 9 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 9 of 9 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:31:18.348628Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T00:49:17.521010Z

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 6b3b11cf-03da-4402-96fb-66d31b672cd9 · inbound

From System 1 to System 2: A Survey of Reasoning Large Language Models cites this paper.

From System 1 to System 2: A Survey of Reasoning Large Language Models Exploring the Effect of Reinforcement Learning on Video Understanding: Insights from SEED-Bench-R1

Reference 265

Resolution
verified exact
arxiv_id, observed 2026-05-13T01:36:24.468377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-13T01:36:23.845366Z digest=sha256:45e2593a99428083fbe51d1c66d905505469a2990d265824cbcedcf959167eb1

Observation 57ef7f5e-0873-4b65-9cd6-42f658f058fc · inbound

Reinforcement Fine-Tuning Powers Reasoning Capability of Multimodal Large Language Models cites this paper.

Reinforcement Fine-Tuning Powers Reasoning Capability of Multimodal Large Language Models Exploring the Effect of Reinforcement Learning on Video Understanding: Insights from SEED-Bench-R1

Reference 107

Resolution
unresolved
no resolver link, observed 2026-08-07T14:31:18.348628Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:31:18.348628Z digest=sha256:5db9b938fe90a1862143abe18a564a5c1787c5d2aa46b44014264b9216436504

Observation 16b70194-ddcc-46b7-a55c-1a94ec77c2fa · inbound

MUSEG: Reinforcing Video Temporal Understanding via Timestamp-Aware Multi-Segment Grounding cites this paper.

MUSEG: Reinforcing Video Temporal Understanding via Timestamp-Aware Multi-Segment Grounding Exploring the Effect of Reinforcement Learning on Video Understanding: Insights from SEED-Bench-R1

Reference 30

Resolution
verified exact
arxiv_id, observed 2026-05-19T13:17:18.517310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-19T13:13:40.485342Z digest=sha256:3e9742db7f36e05822b675efd20c9e0377ec0175f16c110addecce3e230823c0

Observation a00f249b-4908-4cfb-9c31-4934e0995531 · inbound

Video-Holmes: Can MLLM Think Like Holmes for Complex Video Reasoning? cites this paper.

Video-Holmes: Can MLLM Think Like Holmes for Complex Video Reasoning? Exploring the Effect of Reinforcement Learning on Video Understanding: Insights from SEED-Bench-R1

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-05-17T05:40:56.072211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-17T05:40:55.944288Z digest=sha256:29d30869cd3ecfd42dcdda37edc4e187c8a52f065438b4f67f000a95e8c7c721

Observation 1ef549fe-3383-4fb6-8f03-86eaa348bf98 · inbound

Fostering Video Reasoning via Next-Event Prediction cites this paper.

Fostering Video Reasoning via Next-Event Prediction Exploring the Effect of Reinforcement Learning on Video Understanding: Insights from SEED-Bench-R1

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-07T13:10:40.647005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T13:10:40.647005Z digest=sha256:3d61d2db8e93ca728b27c9196d52b662dde8c85f47a219889af9580e5367aa1d

Observation be5baf28-e885-409c-94e5-bb8df25dcc76 · inbound

Chain-of-Glimpse: Search-Guided Progressive Object-Grounded Reasoning for Video Understanding cites this paper.

Chain-of-Glimpse: Search-Guided Progressive Object-Grounded Reasoning for Video Understanding Exploring the Effect of Reinforcement Learning on Video Understanding: Insights from SEED-Bench-R1

Reference 49

Resolution
verified exact
arxiv_id, observed 2026-05-10T12:05:22.193225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-10T12:03:09.408019Z digest=sha256:ad0dd81554192573c8ccad017d3b399de2861b9ee196c5b756466fa554bab636

Observation ff91539b-8096-4a6b-8d59-75e597678325 · inbound

Chain-of-Glimpse: Search-Guided Progressive Object-Grounded Reasoning for Video Understanding cites this paper.

Chain-of-Glimpse: Search-Guided Progressive Object-Grounded Reasoning for Video Understanding Exploring the Effect of Reinforcement Learning on Video Understanding: Insights from SEED-Bench-R1

Reference 49

Resolution
verified exact
arxiv_id, observed 2026-05-19T17:37:41.721083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-19T17:34:10.344111Z digest=sha256:79660ca92227b683fe9af3842fd918e20a0bcf5b65e68b14e48b2718a681c276

Observation 2660abc9-6a9c-4c9f-9b9c-062da2decbd9 · inbound

CaST-Bench: Benchmarking Causal Chain-Grounded Spatio-Temporal Reasoning for Video Question Answering cites this paper.

CaST-Bench: Benchmarking Causal Chain-Grounded Spatio-Temporal Reasoning for Video Question Answering Exploring the Effect of Reinforcement Learning on Video Understanding: Insights from SEED-Bench-R1

Reference 5

Resolution
verified exact
arxiv_id, observed 2026-05-25T04:55:23.118110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-25T04:54:23.077914Z digest=sha256:d4200997bd8b62e5578f41551180777a207d1b73fad6512cc0bea33d2750b24a

Observation 09147d32-2419-4261-934d-12059c5f333c · inbound

CaST-Bench: Benchmarking Causal Chain-Grounded Spatio-Temporal Reasoning for Video Question Answering cites this paper.

CaST-Bench: Benchmarking Causal Chain-Grounded Spatio-Temporal Reasoning for Video Question Answering Exploring the Effect of Reinforcement Learning on Video Understanding: Insights from SEED-Bench-R1

Reference 5

Resolution
verified exact
arxiv_id, observed 2026-07-04T00:49:17.524490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-07-04T00:41:02.284215Z digest=sha256:21b38a6c716a3c90a09cb819155153e8a0ec951801dc5167090b44e748ef34dd