Uncertainty Calibration on CIFAR100
0.168ECEMaPLe
Evaluation results
| Method | Links | |
|---|---|---|
| MaPLePrompt-based finetuning=true2024.03 | 0.168 | |
| CLAP (Ours) + MaPLeBase method=MaPLe, Prompt-based finetuning=true2024.03 | 0.214 | |
| CLAP (Ours) + Continual-CLIPBase method=Continual-CLIP, Prompt-based finetuning=true2024.03 | 0.216 | |
| CLAP (Ours) + CoOpBase method=CoOp, Prompt-based finetuning=true2024.03 | 0.224 | |
| CoOpPrompt-based finetuning=true2024.03 | 0.245 | |
| AttriCLIPPrompt-based finetuning=true2024.03 | 0.256 | |
| Continual-CLIPPrompt-based finetuning=true2024.03 | 0.288 | |
| CLAP (Ours) + AttriCLIPBase method=AttriCLIP, Prompt-based finetuning=true2024.03 | 0.304 |