Novel Class Discovery on ImageNet-100 (test)
87.8Seen AccuracyOwMatch+
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| OwMatch+Novel class ratio=50%, Labeled ratio=10%2024.11 | 87.8 | 72.7 | 80.2 | |
| OwMatchNovel class ratio=50%, Labeled ratio=10%2024.11 | 86.4 | 69.2 | 77.8 | |
| ORCANovel class ratio=50%, Labeled ratio=10%2024.11 | 83.9 | 60.5 | 69.7 | |
| TRSSLNovel class ratio=50%, Labeled ratio=10%2024.11 | 82.6 | 67.8 | 75.4 | |
| UNONovel class ratio=50%, Labeled ratio=10%2024.11 | 66 | 42.2 | 53.3 |