Uncertainty Calibration on ImageNet 100
0.205ECECLAP (Ours) + AttriCLIP
Evaluation Results
| Method | Links | |
|---|---|---|
| CLAP (Ours) + AttriCLIPBase method=AttriCLIP, Prompt-based finetuning=true2024.03 | 0.205 | |
| CLAP (Ours) + Continual-CLIPBase method=Continual-CLIP, Prompt-based finetuning=true2024.03 | 0.207 | |
| CLAP (Ours) + MaPLeBase method=MaPLe, Prompt-based finetuning=true2024.03 | 0.208 | |
| CLAP (Ours) + CoOpBase method=CoOp, Prompt-based finetuning=true2024.03 | 0.217 | |
| Continual-CLIPPrompt-based finetuning=true2024.03 | 0.238 | |
| MaPLePrompt-based finetuning=true2024.03 | 0.243 | |
| AttriCLIPPrompt-based finetuning=true2024.03 | 0.256 | |
| CoOpPrompt-based finetuning=true2024.03 | 0.3 |