Open-World Semi-Supervised Learning on Tiny ImageNet (test)
59.1Seen AccuracyTRSSL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TRSSLLabeled data percentage=50%, Seen/Novel class split ratio=50%/50%2022.07 | 59.1 | 24.2 | 41.7 | |
| UNOLabeled data percentage=50%, Seen/Novel class split ratio=50%/50%2022.07 | 46.5 | 15.7 | 30.3 | |
| DTCLabeled data percentage=50%, Seen/Novel class split ratio=50%/50%2022.07 | 28.8 | 16.3 | 19.9 | |
| RankStatsLabeled data percentage=50%, Seen/Novel class split ratio=50%/50%2022.07 | 5.7 | 5.4 | 3.4 |