Class-incremental classification on UCF101 10 tasks
95.9Average AccuracySeGP-CL (Ours)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SeGP-CL (Ours)Replay=false, Backbone=CLIP-ViT-B/162026.03 | 95.9 | 92.8 | |
| ENGINEPublication=ICCV’25, Replay=false, Backbone=CLIP-ViT-B/162026.03 | 95 | 90.1 | |
| PROOFPublication=TPAMI’25, Replay=true, Backbone=CLIP-ViT-B/162026.03 | 93.6 | 88.9 | |
| RAPFPublication=ECCV’24, Replay=false, Backbone=CLIP-ViT-B/162026.03 | 92.5 | 87.5 | |
| CLAPPublication=NeurIPS’24, Replay=true, Backbone=CLIP-ViT-B/162026.03 | 91.4 | 86.4 | |
| SeGP-CL-onlyCLIPReplay=false, Backbone=CLIP-ViT-B/162026.03 | 91.4 | 88.9 | |
| DualPromptPublication=ECCV’22, Replay=false, Backbone=CLIP-ViT-B/162026.03 | 91 | 84.9 | |
| CODA PromptPublication=CVPR’23, Replay=false, Backbone=CLIP-ViT-B/162026.03 | 87.7 | 82.3 | |
| Continual-CLIPReplay=false, Backbone=CLIP-ViT-B/162026.03 | 51.2 | 65.2 |