Online Category Discovery on Oxford Pets
78.1Accuracy (All)PACO
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| PACOEvaluation Protocol=Greedy–Hungarian2026.04 | 78.1 | 85.7 | 74.2 | |
| PACOEvaluation Protocol=Strict–Hungarian2026.04 | 71.8 | 67.4 | 74.2 | |
| SynCEvaluation Protocol=Strict–Hungarian2026.04 | 61.7 | 69.5 | 57.6 | |
| AGEEvaluation Protocol=Strict–Hungarian2026.04 | 61.5 | 66.5 | 58.8 | |
| SMILEEvaluation Protocol=Greedy–Hungarian2026.04 | 54.1 | 66.1 | 47.8 | |
| DiffGRE-PEvaluation Protocol=Strict–Hungarian2026.04 | 48.6 | 52.6 | 46.6 | |
| PHEEvaluation Protocol=Strict–Hungarian2026.04 | 48.3 | 53.8 | 45.4 | |
| SMILEEvaluation Protocol=Strict–Hungarian2026.04 | 42.9 | 38.7 | 45.1 | |
| DiffGRE-SEvaluation Protocol=Strict–Hungarian2026.04 | 42.4 | 42.1 | 42.5 | |
| SLCEvaluation Protocol=Strict–Hungarian2026.04 | 35.5 | 41.3 | 33.1 | |
| WTAEvaluation Protocol=Strict–Hungarian2026.04 | 35.2 | 46.3 | 29.3 | |
| RankStatEvaluation Protocol=Strict–Hungarian2026.04 | 33.2 | 42.3 | 28.4 |