Instrument Recognition on ProstaTD
48.6i-mAPCliPPER (Ours-YT)
Evaluation Results
| Method | Links | |
|---|---|---|
| CliPPER (Ours-YT)Zero-shot=true, Prompt averaging=4, Training Data=YouTube2026.03 | 48.6 | |
| CliPPER (Ours-All)Zero-shot=true, Prompt averaging=4, Training Data=SVL + YouTube2026.03 | 47 | |
| PeskaVLPZero-shot=true, Prompt averaging=42026.03 | 42.6 | |
| HecVLZero-shot=true, Prompt averaging=42026.03 | 41.1 | |
| CliPPER (Ours-SVL)Zero-shot=true, Prompt averaging=4, Training Data=SVL2026.03 | 41.1 | |
| VindLU-SVLZero-shot=true, Prompt averaging=42026.03 | 40.4 | |
| SurgVLPZero-shot=true, Prompt averaging=42026.03 | 39.1 | |
| VindLUZero-shot=true, Prompt averaging=42026.03 | 36.7 |