Surgical Step Recognition on GraSP
16.8F1-scoreOurs-All
Evaluation results
| Method | Links | |
|---|---|---|
| Ours-Allprotocol=zero-shot, training_data=SVL + YouTube2026.03 | 16.8 | |
| Ours-YTprotocol=zero-shot, training_data=YouTube narrations2026.03 | 16.6 | |
| PeskaVLPprotocol=zero-shot, training_data=SVL2026.03 | 7.7 | |
| SurgVLPprotocol=zero-shot, training_data=SVL2026.03 | 7.6 | |
| Ours-SVLprotocol=zero-shot, training_data=SVL2026.03 | 6.8 | |
| VindLU-SVLprotocol=zero-shot, training_data=SVL2026.03 | 6.3 | |
| HecVLprotocol=zero-shot, training_data=SVL2026.03 | 6 | |
| VindLUprotocol=zero-shot2026.03 | 0.7 |