Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T05:36:21.615772Z
Paper Citation Record · LEDGER
SurgBench: A Unified Large-Scale Benchmark for Surgical Video Analysis
As of 20 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 2 inbound Pith citation observations for arXiv:2506.07603.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-06-25T20:39:21.354834Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-04T20:10:07.430325Z
Reference resolution
47 of 47 outbound references displayed
- verified exact0
- verified fuzzy18
- unresolved29
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 82fea407-6840-400d-bd86-5c2a02e41734 · outbound
This paper cites B., Zappella, L., Khudanpur, S., Vidal, R., and Hager, G.
SurgBench: A Unified Large-Scale Benchmark for Surgical Video Analysis B., Zappella, L., Khudanpur, S., Vidal, R., and Hager, G
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T05:36:22.531092Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation a998c615-12cd-4548-bd18-0c47737cd8b7 · outbound
This paper cites D., Girshick, R., Fried, G.
SurgBench: A Unified Large-Scale Benchmark for Surgical Video Analysis D., Girshick, R., Fried, G
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T05:36:22.517107Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 9f3efbe7-1065-4e8a-9af2-3d684b2d5701 · outbound
This paper cites LLaVA Steering: Visual Instruction Tuning with 500x Fewer Parameters through Modality Linear Representation-Steering.
SurgBench: A Unified Large-Scale Benchmark for Surgical Video Analysis LLaVA Steering: Visual Instruction Tuning with 500x Fewer Parameters through Modality Linear Representation-Steering
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T05:36:21.424959Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 751fd4ff-b86e-4df0-9bd1-f8cd3cc18701 · outbound
This paper cites PRISM: Self-Pruning Intrinsic Selection Method for Training-Free Multimodal Data Selection.
SurgBench: A Unified Large-Scale Benchmark for Surgical Video Analysis PRISM: Self-Pruning Intrinsic Selection Method for Training-Free Multimodal Data Selection
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T05:36:21.429967Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ad32b099-8567-4731-9b85-72eb8be1403d · outbound
This paper cites H., Hicks, S., Jha, D., Eskeland, S.
SurgBench: A Unified Large-Scale Benchmark for Surgical Video Analysis H., Hicks, S., Jha, D., Eskeland, S
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T05:36:22.503238Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 0d9597ca-b03e-416d-b1eb-d6e2fd680b35 · outbound
This paper cites an unresolved cited work.
SurgBench: A Unified Large-Scale Benchmark for Surgical Video Analysis Unresolved cited work
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T05:36:21.438709Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aaa6c787-293c-4ef1-b7a2-ce8d834d57fa · outbound
This paper cites an unresolved cited work.
SurgBench: A Unified Large-Scale Benchmark for Surgical Video Analysis Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T05:36:22.489178Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation e43caaae-a869-461d-bd43-ca56dce448ae · outbound
This paper cites an unresolved cited work.
SurgBench: A Unified Large-Scale Benchmark for Surgical Video Analysis Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T05:36:22.475766Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 4648d780-d966-42c9-b232-f39655f0b725 · outbound
This paper cites D., Patel, K.
SurgBench: A Unified Large-Scale Benchmark for Surgical Video Analysis D., Patel, K
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T05:36:22.462421Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 0e753f2c-b173-40dc-a5c9-a02529ca859c · outbound
This paper cites L., Suresh, V., Bittar, P., Ledbetter, L., Mithani, S.
SurgBench: A Unified Large-Scale Benchmark for Surgical Video Analysis L., Suresh, V., Bittar, P., Ledbetter, L., Mithani, S
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T05:36:22.448554Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 11b56cbd-f63c-4f8f-9647-cf988563cc84 · outbound
This paper cites R., Pradarelli, J.
SurgBench: A Unified Large-Scale Benchmark for Surgical Video Analysis R., Pradarelli, J
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T05:36:22.434344Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 5cd7ea0b-4d28-4ffc-8edf-30ddd1880f9c · outbound
This paper cites A., Van Lieshout, A.
SurgBench: A Unified Large-Scale Benchmark for Surgical Video Analysis A., Van Lieshout, A
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T05:36:22.419804Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 6284f831-8423-45e7-ae7a-93774bd45f48 · outbound
This paper cites an unresolved cited work.
SurgBench: A Unified Large-Scale Benchmark for Surgical Video Analysis Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T05:36:22.406204Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 6863be3e-83bf-49c6-83cd-8d5602e060d9 · outbound
This paper cites o hrig, R., H \.
SurgBench: A Unified Large-Scale Benchmark for Surgical Video Analysis o hrig, R., H \
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T05:36:22.392731Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation fbe18269-d785-40b5-899f-d35c577c77ad · outbound
This paper cites J., Kletz, S., M \" u nzer, B., Schoeffmann, K., and Keckstein, J.
SurgBench: A Unified Large-Scale Benchmark for Surgical Video Analysis J., Kletz, S., M \" u nzer, B., Schoeffmann, K., and Keckstein, J
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T05:36:22.378955Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation fa417902-3445-436c-994c-5f85c495c00a · outbound
This paper cites P., and Goldenberg, M.
SurgBench: A Unified Large-Scale Benchmark for Surgical Video Analysis P., and Goldenberg, M
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T05:36:22.365552Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 35839cda-8e96-4ca4-8aa3-b492008b6850 · outbound
This paper cites LLaVA-Surg: Towards Multimodal Surgical Assistant via Structured Surgical Video Learning.
SurgBench: A Unified Large-Scale Benchmark for Surgical Video Analysis LLaVA-Surg: Towards Multimodal Surgical Assistant via Structured Surgical Video Learning
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T05:36:21.486120Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6d6229fd-d0a4-46de-bc91-4275738ae86a · outbound
This paper cites an unresolved cited work.
SurgBench: A Unified Large-Scale Benchmark for Surgical Video Analysis Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T05:36:22.352326Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 13281d2c-c75a-4e64-ad26-6aa629566fbf · outbound
This paper cites M$^2$IV: Towards Efficient and Fine-grained Multimodal In-Context Learning via Representation Engineering.
SurgBench: A Unified Large-Scale Benchmark for Surgical Video Analysis M$^2$IV: Towards Efficient and Fine-grained Multimodal In-Context Learning via Representation Engineering
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T05:36:21.494756Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fc1f4dd7-7a04-4510-b026-402b47028c1e · outbound
This paper cites an unresolved cited work.
SurgBench: A Unified Large-Scale Benchmark for Surgical Video Analysis Unresolved cited work
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T05:36:21.500061Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 24d17852-0d8d-41c9-a622-e295923b9e26 · outbound
This paper cites an unresolved cited work.
SurgBench: A Unified Large-Scale Benchmark for Surgical Video Analysis Unresolved cited work
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T05:36:21.504244Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5f889fdc-23cd-441e-8265-4dbb4fc11c71 · outbound
This paper cites J., Filiberto, A.
SurgBench: A Unified Large-Scale Benchmark for Surgical Video Analysis J., Filiberto, A
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T05:36:22.338191Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 6e15a79d-de91-42f6-b5cf-c7287d94071b · outbound
This paper cites an unresolved cited work.
SurgBench: A Unified Large-Scale Benchmark for Surgical Video Analysis Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T05:36:22.323666Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation bd57ff66-6eaf-45bc-97a6-f32c9706d341 · outbound
This paper cites an unresolved cited work.
SurgBench: A Unified Large-Scale Benchmark for Surgical Video Analysis Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T05:36:22.309154Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 7e20423f-4df0-4699-b654-8d69fade1e2f · outbound
This paper cites S., and Moeslund, T.
SurgBench: A Unified Large-Scale Benchmark for Surgical Video Analysis S., and Moeslund, T
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T05:36:22.295408Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 27c5d3a2-c826-4147-af74-8e58c74026ad · outbound
This paper cites an unresolved cited work.
SurgBench: A Unified Large-Scale Benchmark for Surgical Video Analysis Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T05:36:22.281651Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 21b7da3c-89f3-4b9b-9cbd-54abd819754d · outbound
This paper cites an unresolved cited work.
SurgBench: A Unified Large-Scale Benchmark for Surgical Video Analysis Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T05:36:22.266583Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation a54c7132-3909-421c-914d-76742ee1478f · outbound
This paper cites an unresolved cited work.
SurgBench: A Unified Large-Scale Benchmark for Surgical Video Analysis Unresolved cited work
Reference 28
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T05:36:22.251356Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation de2300e5-bdd5-4e42-974a-705f34cf3af9 · outbound
This paper cites I., Yu, T., Gonzalez, C., Seeliger, B., Mascagni, P., Mutter, D., Marescaux, J., and Padoy, N.
SurgBench: A Unified Large-Scale Benchmark for Surgical Video Analysis I., Yu, T., Gonzalez, C., Seeliger, B., Mascagni, P., Mutter, D., Marescaux, J., and Padoy, N
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T05:36:22.237366Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation cd1c7d01-620c-44a4-8e6b-7abc39aeb7c6 · outbound
This paper cites J., Peabody, J.
SurgBench: A Unified Large-Scale Benchmark for Surgical Video Analysis J., Peabody, J
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T05:36:22.222884Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 0f31ae41-268b-49ef-b27e-bd89dba1768d · outbound
This paper cites General surgery vision transformer: A video pre-trained foundation model for general surgery.
SurgBench: A Unified Large-Scale Benchmark for Surgical Video Analysis General surgery vision transformer: A video pre-trained foundation model for general surgery
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T05:36:21.546783Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 058ebb75-9532-40de-a6f3-d76740822999 · outbound
This paper cites H., Thambawita, V., Hicks, S.
SurgBench: A Unified Large-Scale Benchmark for Surgical Video Analysis H., Thambawita, V., Hicks, S
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T05:36:22.208772Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 3eead4e9-af1e-45e6-84b0-5dfb3222b2c5 · outbound
This paper cites R., and Shah, M.
SurgBench: A Unified Large-Scale Benchmark for Surgical Video Analysis R., and Shah, M
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T05:36:22.193952Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 5120fcd6-8321-4ba5-8435-5f81aef1af21 · outbound
This paper cites an unresolved cited work.
SurgBench: A Unified Large-Scale Benchmark for Surgical Video Analysis Unresolved cited work
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T05:36:21.559358Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b419c9a2-9a1a-4ba9-881a-f855dc6d2ff7 · outbound
This paper cites P., Shehata, S., Mutter, D., Marescaux, J., De Mathelin, M., and Padoy, N.
SurgBench: A Unified Large-Scale Benchmark for Surgical Video Analysis P., Shehata, S., Mutter, D., Marescaux, J., De Mathelin, M., and Padoy, N
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T05:36:22.169568Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation fb5aa79e-ae19-464f-a6a5-30dde2fc1aba · outbound
This paper cites M., Müller, B., Davitashvili, T., Capek, M., Reinke, A., Yu, T., Vardazaryan, A., Nwoye, C.
SurgBench: A Unified Large-Scale Benchmark for Surgical Video Analysis M., Müller, B., Davitashvili, T., Capek, M., Reinke, A., Yu, T., Vardazaryan, A., Nwoye, C
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T05:36:22.154872Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 181ecb5c-c2fb-4d0a-ac6f-ae1a0956997b · outbound
This paper cites EndoChat: Grounded Multimodal Large Language Model for Endoscopic Surgery.
SurgBench: A Unified Large-Scale Benchmark for Surgical Video Analysis EndoChat: Grounded Multimodal Large Language Model for Endoscopic Surgery
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T05:36:21.572033Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f287802c-ee35-415b-a35c-a224faf18993 · outbound
This paper cites an unresolved cited work.
SurgBench: A Unified Large-Scale Benchmark for Surgical Video Analysis Unresolved cited work
Reference 38
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T05:36:22.140985Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 538fce8d-818f-4b4d-96a7-05e813b372fc · outbound
This paper cites an unresolved cited work.
SurgBench: A Unified Large-Scale Benchmark for Surgical Video Analysis Unresolved cited work
Reference 39
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T05:36:22.126662Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation ffca3400-3a25-44cf-8021-b1eb361ba922 · outbound
This paper cites an unresolved cited work.
SurgBench: A Unified Large-Scale Benchmark for Surgical Video Analysis Unresolved cited work
Reference 40
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T05:36:22.111976Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 9f943771-03fd-4b72-89b1-45f1c59fc238 · outbound
This paper cites an unresolved cited work.
SurgBench: A Unified Large-Scale Benchmark for Surgical Video Analysis Unresolved cited work
Reference 41
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T05:36:22.098115Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 223eb907-5148-4604-8e52-cdb99c1bd6f3 · outbound
This paper cites Learning from a tiny dataset of manual annotations: a teacher/student approach for surgical phase recognition.
SurgBench: A Unified Large-Scale Benchmark for Surgical Video Analysis Learning from a tiny dataset of manual annotations: a teacher/student approach for surgical phase recognition
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T05:36:21.593574Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3c6d8cf8-e996-464c-84d7-182217ebb94b · outbound
This paper cites an unresolved cited work.
SurgBench: A Unified Large-Scale Benchmark for Surgical Video Analysis Unresolved cited work
Reference 43
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T05:36:22.083868Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 9ea31773-78f2-4d40-b5c4-987a6e84ee41 · outbound
This paper cites VideoLLaMA 3: Frontier Multimodal Foundation Models for Image and Video Understanding.
SurgBench: A Unified Large-Scale Benchmark for Surgical Video Analysis VideoLLaMA 3: Frontier Multimodal Foundation Models for Image and Video Understanding
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T05:36:21.602356Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8e369ed2-9d59-42bd-b550-27ef336a58ad · outbound
This paper cites VideoPrism: A Foundational Visual Encoder for Video Understanding.
SurgBench: A Unified Large-Scale Benchmark for Surgical Video Analysis VideoPrism: A Foundational Visual Encoder for Video Understanding
Reference 45
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T05:36:21.606767Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b5ffbab4-68a4-419f-8389-7959a6f30fff · outbound
This paper cites an unresolved cited work.
SurgBench: A Unified Large-Scale Benchmark for Surgical Video Analysis Unresolved cited work
Reference 46
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T05:36:22.070443Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation f48b7db2-2501-44fd-b0c1-8c4ebacfe89b · outbound
This paper cites an unresolved cited work.
SurgBench: A Unified Large-Scale Benchmark for Surgical Video Analysis Unresolved cited work
Reference 47
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T05:36:22.056680Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Pith citing papers
Observation c2d79144-8d79-4cfa-8e05-bcfa0f910ea6 · inbound
SurgCoT: Advancing Spatiotemporal Reasoning in Surgical Videos through a Chain-of-Thought Benchmark cites this paper.
SurgCoT: Advancing Spatiotemporal Reasoning in Surgical Videos through a Chain-of-Thought Benchmark SurgBench: A Unified Large-Scale Benchmark for Surgical Video Analysis
Reference 48
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T13:36:09.405510Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 64d138cd-0733-495c-8629-9c2ab76cc54d · inbound
SurgAtlas: A Large-Scale Surgical Video-Language Dataset with 2,391 Hours of Open and Minimally Invasive Surgery cites this paper.
SurgAtlas: A Large-Scale Surgical Video-Language Dataset with 2,391 Hours of Open and Minimally Invasive Surgery SurgBench: A Unified Large-Scale Benchmark for Surgical Video Analysis
Reference 19
- Resolution
- verified exact
- arxiv_id, observed 2026-07-04T20:10:07.433841Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.