Open-world Semi-supervised Learning on ImageNet-100 50 50 seen novel split (unlabelled)
89.1Seen AccuracyORCA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ORCASplit (seen/novel)=50/502021.07 | 89.1 | 72.1 | |
| Dual Ranking StatisticsSplit (seen/novel)=50/502021.07 | 87.6 | 76 | |
| RankStatSplit (seen/novel)=50/502021.07 | 63.7 | 47.9 | |
| DTCSplit (seen/novel)=50/502021.07 | 25.6 | 20.8 |