Open-set Recognition on CIFAR100 (55 known / 45 unknown)
0.87AUROCOpenMatch
Evaluation results
| Method | Links | |
|---|---|---|
| OpenMatchNo. of labeled samples=502021.05 | 0.87 | |
| OpenMatchNo. of labeled samples=1002021.05 | 0.865 | |
| MTCNo. of labeled samples=502021.05 | 0.812 | |
| MTCNo. of labeled samples=1002021.05 | 0.807 | |
| Labeled OnlyNo. of labeled samples=1002021.05 | 0.799 | |
| Labeled OnlyNo. of labeled samples=502021.05 | 0.766 | |
| FixMatchNo. of labeled samples=1002021.05 | 0.758 | |
| FixMatchNo. of labeled samples=502021.05 | 0.72 |