</> Code with Papers by Syntology

Home › Datasets › task › Surgical phase recognition

Surgical phase recognition datasets

archive 2025-07-28

8 datasets carry the task tag "Surgical phase recognition" (the task itself: Surgical phase recognition), ordered by the archive's paper count. Page 1 of 1: 8 shown of 8. Facet routes are this site's own (the archive records the tag string, not a page).

The archive holds 12,214 dataset rows; 12,172 are listed. 6 are withheld from every listing and count here as vandalised before snapshot (6 with contact-centre spam in the title, 0 with a spam description on a row that has no homepage, no paper and no papers counted; none with more than 1 paper, 0 with a benchmark), listed in withheld.json; 1 listed row carries a vandalised description, withheld on its page. This gate never withholds a row with a homepage or a paper that resolves, and a clean description; the content rules below withhold a row whose name is spam whatever else it carries. The gate is a phrase list: these are the rows it caught, not a claim that the rest is clean. Before that gate, the site's content rules withhold 36 more rows (invite-code, gambling, travel-booking, contact-centre and similar spam in the name or on a row with nothing real behind it); they have no page and are listed in withheld.json.

Filter 51 task tags shown of 3,717, by dataset count; the full filter by modality, task and language is on /datasets

All 12,172 Question Answering 413Semantic Segmentation 347Object Detection 332Image Classification 283Classification 222Text Classification 167Language Modelling 166Text Generation 162Visual Question Answering (VQA) 144Named Entity Recognition (NER) 130Pose Estimation 124Anomaly Detection 119Action Recognition 115Instance Segmentation 111Sentiment Analysis 104Text Summarization 98Domain Adaptation 96Speech Recognition 96Reading Comprehension 95Information Retrieval 932D Object Detection 92Image Retrieval 87Machine Translation 82Relation Extraction 822D Semantic Segmentation 81Natural Language Inference 81Image Captioning 79Image Generation 79Depth Estimation 77Node Classification 75Natural Language Understanding 72Autonomous Driving 70Code Generation 70Object Tracking 693D Object Detection 67Face Recognition 67Link Prediction 67Person Re-Identification 65Data Augmentation 63Multi-Task Learning 593D Reconstruction 58Common Sense Reasoning 56Recommendation Systems 56Video Understanding 56Optical Character Recognition (OCR) 55Graph Classification 54Abstractive Text Summarization 52Emotion Recognition 52Medical Image Segmentation 52Word Embeddings 52Surgical phase recognition 8

Surgical phase recognition datasets 1–8 of 8

Cholec80 (Surgical Workflow Dataset)
Cholec80 is an endoscopic video dataset containing 80 videos of cholecystectomy surgeries performed by 13 surgeons.
ImagesVideosMedicalSurgical phase recognitionSurgical tool detectionOnline surgical phase recognitionOffline surgical phase recognition
134 papers · 2 benchmarks
MISAW (MIcro-Surgical Anastomose Workflow recognition on training sessions)
The MISAW data set is composed of 27 sequences of micro-surgical anastomosis on artificial blood vessels performed by 3 surgeons and 3 engineering students.
VideosMedicalActivity RecognitionSurgical phase recognitionSurgical Gesture Recognition
8 papers · 1 benchmark
HeiChole Benchmark (Surgical Workflow and Skill Analysis Challenge (HeiChole Benchmark))
Analyzing the surgical workflow is a prerequisite for many applications in computer assisted surgery (CAS), such as context-aware visualization of navigation information, specifying the most probable tool required next by the surgeon or…
Surgical phase recognitionSurgical tool detection
4 papers · 2 benchmarks
GraSP (Holistic and Multi-Granular Surgical Scene Understanding of Prostatectomies)
Holistic and Multi-Granular Surgical Scene Understanding of Prostatectomies (GraSP) dataset, a curated benchmark that models surgical scene understanding as a hierarchy of complementary tasks with varying levels of granularity.
VideosMedicalAction LocalizationInstance SegmentationSurgical phase recognition
3 papers · 1 benchmark
MM-OR
Operating rooms (ORs) are complex, high-stakes environments requiring precise understanding of interactions among medical staff, tools, and equipment for enhancing surgical assistance, situational awareness, and patient safety.
ImagesVideosTextsGraphs3DAudioPoint cloudMedicalTime seriesSpeechRGB-D2D Panoptic SegmentationScene Graph GenerationAction AnticipationVideo SegmentationVideo Panoptic SegmentationSurgical phase recognition+2 tasks
3 papers · 3 benchmarks
GJ (gastrojejunostomy utsw)
49 videos of gastrojejunostomy procedure
Action RecognitionSurgical phase recognition
1 paper · 0 benchmarks
MultiBypass140
BernBypass70 is a dataset consisting of 70 surgical videos of LRYGB at Inselspital, Bern University Hospital, Switzerland.
Surgical phase recognitionSurgical Gesture Recognition
1 paper · 0 benchmarks
SICS-155 (Phase Recognition in Small Incision Cataract Surgery Videos)
Cataract is the leading cause of blindness worldwide, most affecting life in low- and middle-income countries (LMICs).
VideosMedicalAction SegmentationSurgical phase recognitionTemporal Action Segmentation
0 papers · 0 benchmarks

Paper counts and descriptions are the archive's, frozen 2025-07-28; no citation counts, no stars, no trending. Sorting by "most cited" or "newest" was a live-site feature the archive does not carry.