Surgical Phase Recognition on M2CAI16 (test)
89.9AccuracyLemonFM
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| LemonFMType=F, Fine-tuning Protocol=Full, Labeled Training Data Percentage=100%2025.03 | 89.9 | — | — | 79.4 | |
| Trans-SVNetType=S, Fine-tuning Protocol=Full2025.03 | 87.2 | — | — | 74.7 | |
| TeCNOType=S, Fine-tuning Protocol=Full2025.03 | 86.1 | — | — | 74.4 | |
| LemonFMType=F, Fine-tuning Protocol=Full, Labeled Training Data Percentage=50%2025.03 | 86.1 | — | — | 77.7 | |
| VideoMAEv2Type=F, Fine-tuning Protocol=Full2025.03 | 79.8 | — | — | 70.6 | |
| Endo-FMType=F, Fine-tuning Protocol=Full2025.03 | 79.1 | — | — | 69.9 | |
| EndoViTType=F, Fine-tuning Protocol=Full2025.03 | 78.5 | — | — | 70 | |
| MAEType=F, Fine-tuning Protocol=Full2025.03 | 77.8 | — | — | 63.6 | |
| SurgeNetXLType=F, Fine-tuning Protocol=Full2025.03 | 68.5 | — | — | 58.8 | |
| GSViTType=F, Fine-tuning Protocol=Full2025.03 | 55.8 | — | — | 39.6 |