Image Classification on CIFAR-100 USB (200 labels)
21.4Error RateFreeMatch
Evaluation results
| Method | Links | |
|---|---|---|
| FreeMatch# Labels=200, Evaluation protocol=Average of 3 independent runs2023.05 | 21.4 | |
| ReMixMatch# Labels=200, Evaluation protocol=Average of 3 independent runs2023.05 | 22.21 | |
| AdaMatch# Labels=200, Evaluation protocol=Average of 3 independent runs2023.05 | 22.32 | |
| SoftMatch# Labels=200, Evaluation protocol=Average of 3 independent runs2023.05 | 22.67 | |
| ILL# Labels=200, Evaluation protocol=Average of 3 independent runs2023.05 | 23.08 | |
| SimMatch# Labels=200, Evaluation protocol=Average of 3 independent runs2023.05 | 23.78 | |
| FlexMatch# Labels=200, Evaluation protocol=Average of 3 independent runs2023.05 | 26.76 | |
| FixMatch# Labels=200, Evaluation protocol=Average of 3 independent runs2023.05 | 29.6 | |
| Dash# Labels=200, Evaluation protocol=Average of 3 independent runs2023.05 | 30.61 | |
| VAT# Labels=200, Evaluation protocol=Average of 3 independent runs2023.05 | 31.49 | |
| Pseudo-Label# Labels=200, Evaluation protocol=Average of 3 independent runs2023.05 | 33.99 | |
| CoMatch# Labels=200, Evaluation protocol=Average of 3 independent runs2023.05 | 35.08 | |
| Mean-Teacher# Labels=200, Evaluation protocol=Average of 3 independent runs2023.05 | 35.47 | |
| MixMatch# Labels=200, Evaluation protocol=Average of 3 independent runs2023.05 | 38.22 |