Online Category Discovery on ImageNet-100
68.9Accuracy (All)PACO
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PACOEvaluation Protocol=Greedy–Hungarian2026.04 | 68.9 | 92.7 | 56.9 | |
| PACOEvaluation Protocol=Strict–Hungarian2026.04 | 67.8 | 92.7 | 55.3 | |
| AGEEvaluation Protocol=Strict–Hungarian2026.04 | 48.2 | 87.1 | 28.6 | |
| SynCEvaluation Protocol=Strict–Hungarian2026.04 | 44 | 86.2 | 22.8 | |
| SMILEEvaluation Protocol=Greedy–Hungarian2026.04 | 39.9 | 87.1 | 16.2 | |
| PHEEvaluation Protocol=Strict–Hungarian2026.04 | 39.2 | 49.3 | 34.1 | |
| SLCEvaluation Protocol=Greedy–Hungarian2026.04 | 34.2 | 86.6 | 7.1 | |
| SMILEEvaluation Protocol=Strict–Hungarian2026.04 | 33.8 | 74.2 | 13.5 | |
| MLDGEvaluation Protocol=Greedy–Hungarian2026.04 | 33.6 | 74.4 | 13.1 | |
| RankStatEvaluation Protocol=Greedy–Hungarian2026.04 | 33.1 | 74.2 | 12.4 | |
| WTAEvaluation Protocol=Greedy–Hungarian2026.04 | 33.1 | 75.8 | 11.7 | |
| SLCEvaluation Protocol=Strict–Hungarian2026.04 | 32.9 | 86.6 | 5.2 | |
| RankStatEvaluation Protocol=Strict–Hungarian2026.04 | 31.1 | 73.3 | 9.8 | |
| WTAEvaluation Protocol=Strict–Hungarian2026.04 | 30.8 | 72.9 | 9.7 | |
| MLDGEvaluation Protocol=Strict–Hungarian2026.04 | 30.6 | 72.3 | 9.7 |