Continual Category Discovery on FGVC-Aircraft
71.4cACC (All)PromptCCD++
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PromptCCD++Backbone=DINOv22024.07 | 71.4 | 78.57 | 68.92 | |
| HappyBackbone=DINOv22024.07 | 64.53 | 73.81 | 59.08 | |
| PromptCCDBackbone=DINOv22024.07 | 62.71 | 68.33 | 60.82 | |
| PA-CGCDBackbone=DINOv22024.07 | 58.15 | 77.62 | 51.08 | |
| GCDBackbone=DINOv22024.07 | 57.87 | 63.8 | 55.39 | |
| MetaGCDBackbone=DINOv22024.07 | 54.9 | 64.29 | 52.08 | |
| PromptCCDBackbone=DINO2024.07 | 52.64 | 60.48 | 50.23 | |
| PA-CGCDBackbone=DINO2024.07 | 48.24 | 73.09 | 40.6 | |
| GCDBackbone=DINO2024.07 | 47.37 | 61.43 | 42.53 | |
| HappyBackbone=DINO2024.07 | 45.77 | 59.05 | 40 | |
| GCD w/replayBackbone=DINO2024.07 | 45.63 | 62.38 | 39.89 | |
| MetaGCDBackbone=DINO2024.07 | 44.63 | 59.05 | 39.39 | |
| SimGCD w/replayBackbone=DINO2024.07 | 37.44 | 61.43 | 28.96 | |
| Grow & MergeBackbone=DINO2024.07 | 31.06 | 33.33 | 30.78 | |
| ORCABackbone=DINO2024.07 | 30.77 | 25.71 | 32.44 | |
| SimGCDBackbone=DINO2024.07 | 29.03 | 35.72 | 25.61 |