Continual Category Discovery on ImageNet 100
83.39cACC (All)PromptCCD++
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PromptCCD++Backbone=DINOv22024.07 | 83.39 | 85.06 | 82.17 | |
| HappyBackbone=DINOv22024.07 | 80.36 | 87.36 | 77.8 | |
| PromptCCDBackbone=DINOv22024.07 | 76.28 | 82.61 | 74.53 | |
| PromptCCDBackbone=DINO2024.07 | 76.16 | 81.76 | 74.35 | |
| PA-CGCDBackbone=DINOv22024.07 | 74.82 | 88.2 | 72.02 | |
| HappyBackbone=DINO2024.07 | 74.78 | 82.54 | 72.38 | |
| GCD w/replayBackbone=DINO2024.07 | 72.04 | 83.75 | 69.01 | |
| GCDBackbone=DINOv22024.07 | 71.58 | 83.02 | 68.05 | |
| MetaGCDBackbone=DINOv22024.07 | 70.2 | 82.62 | 64.66 | |
| GCDBackbone=DINO2024.07 | 69.41 | 81.56 | 65.65 | |
| Grow & MergeBackbone=DINO2024.07 | 67.84 | 75.1 | 66.6 | |
| MetaGCDBackbone=DINO2024.07 | 66.41 | 80.54 | 60.65 | |
| PA-CGCDBackbone=DINO2024.07 | 64.79 | 91.15 | 57.83 | |
| SimGCD w/replayBackbone=DINO2024.07 | 47.53 | 67.86 | 39.18 | |
| ORCABackbone=DINO2024.07 | 40.29 | 45.85 | 35.4 | |
| SimGCDBackbone=DINO2024.07 | 31.38 | 40.47 | 27.44 |