Continual Category Discovery on Stanford Cars
70.35cACC (All)PromptCCD++
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PromptCCD++Backbone=DINOv22024.07 | 70.35 | 85.92 | 65.49 | |
| HappyBackbone=DINOv22024.07 | 66.49 | 76.88 | 61.32 | |
| PromptCCDBackbone=DINOv22024.07 | 65.08 | 76.6 | 60.75 | |
| PA-CGCDBackbone=DINOv22024.07 | 64.91 | 89.64 | 57.84 | |
| GCDBackbone=DINOv22024.07 | 58.52 | 71.65 | 53.8 | |
| MetaGCDBackbone=DINOv22024.07 | 57.16 | 71.87 | 52.01 | |
| HappyBackbone=DINO2024.07 | 45.36 | 68.96 | 35.49 | |
| PromptCCDBackbone=DINO2024.07 | 44.07 | 66.36 | 36.83 | |
| PA-CGCDBackbone=DINO2024.07 | 43.88 | 80.43 | 33.54 | |
| GCD w/replayBackbone=DINO2024.07 | 39.87 | 58.18 | 33.89 | |
| GCDBackbone=DINO2024.07 | 39.21 | 58.29 | 33.45 | |
| MetaGCDBackbone=DINO2024.07 | 35.98 | 56.97 | 29.96 | |
| SimGCD w/replayBackbone=DINO2024.07 | 22.76 | 49.04 | 16.65 | |
| Grow & MergeBackbone=DINO2024.07 | 21.9 | 35.29 | 18.17 | |
| SimGCDBackbone=DINO2024.07 | 21.01 | 40.93 | 16.48 | |
| ORCABackbone=DINO2024.07 | 20.79 | 33.4 | 17.6 |