| Paper | Code | F1 | ModelName | ReleaseDate |
|---|---|---|---|---|
| MuST: Multi-Scale Transformers for Surgical Phase Recognition | ✓ Link | 77.25 | MuST | 2024-07-24 |
| Comparative Validation of Machine Learning Algorithms for Surgical Workflow and Skill Analysis with the HeiChole Benchmark | 68.8 | CAMMA1 (challenge model) | 2021-09-30 | |
| Comparative Validation of Machine Learning Algorithms for Surgical Workflow and Skill Analysis with the HeiChole Benchmark | 65.4 | HIKVision (challenge model) | 2021-09-30 | |
| Comparative Validation of Machine Learning Algorithms for Surgical Workflow and Skill Analysis with the HeiChole Benchmark | 65 | CUHK (challenge model) | 2021-09-30 | |
| Dissecting Self-Supervised Learning Methods for Surgical Computer Vision | ✓ Link | 64.7 | MoCo V2 Surg SSL - TCN head | 2022-07-01 |