| Paper | Code | F1 | Acc | ModelName | ReleaseDate |
|---|---|---|---|---|---|
| LoViT: Long Video Transformer for Surgical Phase Recognition | ✓ Link | 90.24 | LoViT | 2023-05-15 | |
| Self-Supervised Learning for Endoscopic Video Analysis | ✓ Link | 89.6 | MSN | 2023-08-23 | |
| MuST: Multi-Scale Transformers for Surgical Phase Recognition | ✓ Link | 85.57 | MuST | 2024-07-24 | |
| Dissecting Self-Supervised Learning Methods for Surgical Computer Vision | ✓ Link | 81.6 | MoCo V2 Surg SSL - TCN head | 2022-07-01 | |
| TeCNO: Surgical Phase Recognition with Multi-Stage Temporal Convolutional Networks | ✓ Link | 80.3 | TCN | 2020-03-24 | |
| SF-TMN: SlowFast Temporal Modeling Network for Surgical Phase Recognition | 95.43 | SF-TMN(ASFormer) | 2023-06-15 |