Surgical Tool Presence Detection on GraSP
76.4mAPLemonFM
Evaluation Results
| Method | Links | |
|---|---|---|
| LemonFMPretraining data=LEMON, Evaluation protocol=linear probing2025.03 | 76.4 | |
| Endo-FMPretraining data=Private data, Evaluation protocol=linear probing2025.03 | 64.3 | |
| SurgeNetXLPretraining data=SurgeNetXL, Evaluation protocol=linear probing2025.03 | 62.7 | |
| VideoMAEv2Pretraining data=LEMON, Evaluation protocol=linear probing2025.03 | 55.9 | |
| EndoViTPretraining data=Merged public data, Evaluation protocol=linear probing2025.03 | 47.1 | |
| MAEPretraining data=LEMON, Evaluation protocol=linear probing2025.03 | 45.2 | |
| GSViTPretraining data=GenSurgery, Evaluation protocol=linear probing2025.03 | 35.6 |