Class-Incremental Learning on UCF B50 Inc10 (Average Performance, Last Performance)
95.26Average PerformanceAREA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| AREABackbone=CLIP ViT-B/162026.05 | 95.26 | 88.48 | |
| RAPFBackbone=CLIP ViT-B/162026.05 | 90.31 | 81.55 | |
| DualPromptBackbone=CLIP ViT-B/162026.05 | 84.31 | 76.35 | |
| L2PBackbone=CLIP ViT-B/162026.05 | 83.95 | 76.62 | |
| CODA-PromptBackbone=CLIP ViT-B/162026.05 | 83.04 | 75.03 | |
| MG-CLIPBackbone=CLIP ViT-B/162026.05 | 75.45 | 59.42 | |
| ZS-CLIPBackbone=CLIP ViT-B/162026.05 | 71.44 | 67.64 |