Instrument Recognition on CholecT50
40.7i_mAPCliPPER (Ours-All)
Evaluation results
| Method | Links | |
|---|---|---|
| CliPPER (Ours-All)Zero-shot=true, Prompt averaging=4, Training Data=SVL + YouTube2026.03 | 40.7 | |
| CliPPER (Ours-SVL)Zero-shot=true, Prompt averaging=4, Training Data=SVL2026.03 | 36.7 | |
| VindLU-SVLZero-shot=true, Prompt averaging=42026.03 | 36.3 | |
| CliPPER (Ours-YT)Zero-shot=true, Prompt averaging=4, Training Data=YouTube2026.03 | 33.2 | |
| PeskaVLPZero-shot=true, Prompt averaging=42026.03 | 32.2 | |
| HecVLZero-shot=true, Prompt averaging=42026.03 | 27.9 | |
| SurgVLPZero-shot=true, Prompt averaging=42026.03 | 27.5 | |
| VindLUZero-shot=true, Prompt averaging=42026.03 | 26.4 |