Uncertainty Calibration on VTAB
13.6ECECLAP (Ours) + CoOp
Evaluation Results
| Method | Links | |
|---|---|---|
| CLAP (Ours) + CoOpBase method=CoOp, Prompt-based finetuning=true2024.03 | 13.6 | |
| CLAP (Ours) + MaPLeBase method=MaPLe, Prompt-based finetuning=true2024.03 | 15.9 | |
| CLAP (Ours) + Continual-CLIPBase method=Continual-CLIP, Prompt-based finetuning=true2024.03 | 16.5 | |
| Continual-CLIPPrompt-based finetuning=true2024.03 | 18.6 | |
| CoOpPrompt-based finetuning=true2024.03 | 19.1 | |
| AttriCLIPPrompt-based finetuning=true2024.03 | 19.1 | |
| MaPLePrompt-based finetuning=true2024.03 | 19.5 | |
| CLAP (Ours) + AttriCLIPBase method=AttriCLIP, Prompt-based finetuning=true2024.03 | 30.4 |