📊 Showing 6 results | 📏 Metric: F1
| Rank | Model | Paper | F1 | Date | Code |
|---|---|---|---|---|---|
| 1 | SF-TMN(ASFormer) | SF-TMN: SlowFast Temporal Modeling Network for Surgical Phase Recognition | 95.43 | 2023-06-15 | - |
| 2 | LoViT | LoViT: Long Video Transformer for Surgical Phase Recognition | 90.24 | 2023-05-15 | 📦 MRUIL/LoViT |
| 3 | MSN | Self-Supervised Learning for Endoscopic Video Analysis | 89.60 | 2023-08-23 | 📦 royhirsch/endossl |
| 4 | MuST | MuST: Multi-Scale Transformers for Surgical Phase Recognition | 85.57 | 2024-07-24 | 📦 BCV-Uniandes/MuST |
| 5 | MoCo V2 Surg SSL - TCN head | Dissecting Self-Supervised Learning Methods for Surgical Computer Vision | 81.60 | 2022-07-01 | 📦 camma-public/selfsupsurg |
| 6 | TCN | TeCNO: Surgical Phase Recognition with Multi-Stage Temporal Convolutional Networks | 80.30 | 2020-03-24 | 📦 tobiascz/TeCNO 📦 xjgaocs/Trans-SVNet |