Surgical Phase Recognition on HeiChole
0.7725F1 ScoreMuST
Evaluation results
| Method | Links | |
|---|---|---|
| MuSTInference Mode=Online, Backbone=Multi-Scale Transformer2024.07 | 0.7725 | |
| MuSTinference_mode=online2024.07 | 0.7725 | |
| TAPISInference Mode=Online, Backbone=MViT, Temporal window=fixed2024.07 | 0.7341 | |
| TAPISinference_mode=online2024.07 | 0.7341 | |
| Trans-SVNetInference Mode=Online, Window=short-term fixed-size, Prediction=per-frame2024.07 | 0.7185 | |
| Trans-SVNetinference_mode=online2024.07 | 0.7185 | |
| TeCNOInference Mode=Online2024.07 | 0.6935 | |
| TeCNOinference_mode=online2024.07 | 0.6935 | |
| SureonVLM2026.03 | 0.41 | |
| Gemini 3.1 Pro2026.03 | 0.35 | |
| GPT-5.12026.03 | 0.29 | |
| Qwen3-VLParameters=8B2026.03 | 0.12 |