Continual Category Discovery on Average fine-grained
81.49cACC (All)PromptCCD++
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PromptCCD++Backbone=DINOv22024.07 | 81.49 | 85.56 | 80.08 | |
| HappyBackbone=DINOv22024.07 | 77.26 | 85.62 | 74.62 | |
| PromptCCDBackbone=DINOv22024.07 | 74.52 | 81.03 | 71.84 | |
| PromptCCD++Backbone=DINOv22024.07 | 72.59 | 83.6 | 68.71 | |
| PromptCCDBackbone=DINO2024.07 | 71.15 | 78.24 | 68.67 | |
| GCDBackbone=DINOv22024.07 | 69.75 | 81.54 | 65.43 | |
| HappyBackbone=DINO2024.07 | 69.66 | 78.94 | 66.11 | |
| HappyBackbone=DINOv22024.07 | 67.72 | 78.92 | 62.38 | |
| PA-CGCDBackbone=DINOv22024.07 | 66.09 | 82.38 | 60.39 | |
| MetaGCDBackbone=DINOv22024.07 | 65.38 | 81.26 | 59.51 | |
| GCDBackbone=DINO2024.07 | 65.27 | 76.58 | 60.75 | |
| PromptCCDBackbone=DINOv22024.07 | 65.2 | 75.5 | 61.46 | |
| MetaGCDBackbone=DINO2024.07 | 64.48 | 76.27 | 59.07 | |
| GCD w/replayBackbone=DINO2024.07 | 63.7 | 77.65 | 58.9 | |
| PA-CGCDBackbone=DINOv22024.07 | 63.31 | 86.63 | 55.8 | |
| Grow & MergeBackbone=DINO2024.07 | 63.29 | 70.53 | 60.87 | |
| PA-CGCDBackbone=DINO2024.07 | 63.03 | 86.99 | 55.01 | |
| GCDBackbone=DINOv22024.07 | 61.03 | 72.93 | 56.67 | |
| ORCABackbone=DINO2024.07 | 58.17 | 64.6 | 54.72 | |
| MetaGCDBackbone=DINOv22024.07 | 58.08 | 67.44 | 45.21 | |
| PromptCCDBackbone=DINO2024.07 | 50.72 | 67.44 | 45.21 | |
| HappyBackbone=DINO2024.07 | 49.62 | 67.81 | 42.29 | |
| PA-CGCDBackbone=DINO2024.07 | 48.2 | 76.93 | 39.63 | |
| GCDBackbone=DINO2024.07 | 47.19 | 65.06 | 41.38 | |
| GCD w/replayBackbone=DINO2024.07 | 46.72 | 65.07 | 40.53 | |
| SimGCD w/replayBackbone=DINO2024.07 | 43.62 | 61.36 | 37.11 | |
| MetaGCDBackbone=DINO2024.07 | 41.73 | 63.47 | 34.92 | |
| SimGCD w/replayBackbone=DINO2024.07 | 34.09 | 61.04 | 25.84 | |
| ORCABackbone=DINO2024.07 | 31.1 | 41.77 | 28.06 | |
| SimGCDBackbone=DINO2024.07 | 31 | 36.47 | 28.56 | |
| Grow & MergeBackbone=DINO2024.07 | 30.61 | 44.54 | 26.41 | |
| SimGCDBackbone=DINO2024.07 | 29.98 | 45.3 | 25.28 |