Image Recognition on SUN397 (test)
80.6Accuracy (Base Classes)CLIP + CoOp
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CLIP + CoOpShots=16, Evaluation protocol=Prompt Tuning2023.08 | 80.6 | 65.89 | 72.51 | |
| CLIP + RPOShots=16, Evaluation protocol=Read-only Prompt Optimization2023.08 | 80.6 | 77.8 | 79.18 | |
| CLIP + CoCoOpShots=16, Evaluation protocol=Instance-conditional Prompt Tuning2023.08 | 79.74 | 76.86 | 78.27 | |
| CLIP + LPShots=16, Evaluation protocol=Linear Probing2023.08 | 79.47 | 69.73 | 74.28 | |
| CLIPShots=0, Evaluation protocol=Zero-shot2023.08 | 69.36 | 75.35 | 72.23 |