Online Category Discovery on CIFAR-100
71.1Accuracy (All)PACO
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PACOEvaluation Protocol=Greedy–Hungarian2026.04 | 71.1 | 83.6 | 46.1 | |
| PACOEvaluation Protocol=Strict–Hungarian2026.04 | 67 | 78.8 | 43.5 | |
| SMILEEvaluation Protocol=Greedy–Hungarian2026.04 | 61.3 | 70.7 | 42.5 | |
| AGEEvaluation Protocol=Strict–Hungarian2026.04 | 60.8 | 75.8 | 30.7 | |
| MLDGEvaluation Protocol=Greedy–Hungarian2026.04 | 58.4 | 69 | 37.3 | |
| SynCEvaluation Protocol=Strict–Hungarian2026.04 | 56.1 | 68.4 | 31.5 | |
| PHEEvaluation Protocol=Strict–Hungarian2026.04 | 56 | 70.1 | 27.8 | |
| SMILEEvaluation Protocol=Strict–Hungarian2026.04 | 51.6 | 61.6 | 31.7 | |
| MLDGEvaluation Protocol=Strict–Hungarian2026.04 | 50.6 | 61 | 29.8 | |
| SLCEvaluation Protocol=Greedy–Hungarian2026.04 | 46.9 | 62.1 | 16.6 | |
| SLCEvaluation Protocol=Strict–Hungarian2026.04 | 44.4 | 59 | 15.1 | |
| WTAEvaluation Protocol=Greedy–Hungarian2026.04 | 44.1 | 55.5 | 21.2 | |
| WTAEvaluation Protocol=Strict–Hungarian2026.04 | 40.8 | 52.9 | 16.7 | |
| RankStatEvaluation Protocol=Greedy–Hungarian2026.04 | 36.9 | 45.7 | 19.3 | |
| RankStatEvaluation Protocol=Strict–Hungarian2026.04 | 35 | 44 | 17 |