Uncertainty Calibration on ImageNet-R
0.146ECECLAP (Ours) + MaPLe
Evaluation results
| Method | Links | |
|---|---|---|
| CLAP (Ours) + MaPLeBase method=MaPLe, Prompt-based finetuning=true2024.03 | 0.146 | |
| MaPLePrompt-based finetuning=true2024.03 | 0.149 | |
| CLAP (Ours) + AttriCLIPBase method=AttriCLIP, Prompt-based finetuning=true2024.03 | 0.19 | |
| CoOpPrompt-based finetuning=true2024.03 | 0.191 | |
| CLAP (Ours) + Continual-CLIPBase method=Continual-CLIP, Prompt-based finetuning=true2024.03 | 0.201 | |
| AttriCLIPPrompt-based finetuning=true2024.03 | 0.205 | |
| Continual-CLIPPrompt-based finetuning=true2024.03 | 0.206 | |
| CLAP (Ours) + CoOpBase method=CoOp, Prompt-based finetuning=true2024.03 | 0.207 |