Image Classification on TissueMNIST 400 labels
49.64Error RateMixMatch
Evaluation results
| Method | Links | |
|---|---|---|
| MixMatch# Labels=400, Evaluation protocol=Average of 3 independent runs2023.05 | 49.64 | |
| ReMixMatch# Labels=400, Evaluation protocol=Average of 3 independent runs2023.05 | 49.82 | |
| Pseudo-Label# Labels=400, Evaluation protocol=Average of 3 independent runs2023.05 | 50.86 | |
| ILL# Labels=400, Evaluation protocol=Average of 3 independent runs2023.05 | 50.95 | |
| FixMatch# Labels=400, Evaluation protocol=Average of 3 independent runs2023.05 | 51.24 | |
| VAT# Labels=400, Evaluation protocol=Average of 3 independent runs2023.05 | 51.3 | |
| SoftMatch# Labels=400, Evaluation protocol=Average of 3 independent runs2023.05 | 51.73 | |
| FlexMatch# Labels=400, Evaluation protocol=Average of 3 independent runs2023.05 | 51.89 | |
| Dash# Labels=400, Evaluation protocol=Average of 3 independent runs2023.05 | 51.97 | |
| FreeMatch# Labels=400, Evaluation protocol=Average of 3 independent runs2023.05 | 52.19 | |
| AdaMatch# Labels=400, Evaluation protocol=Average of 3 independent runs2023.05 | 52.4 | |
| CoMatch# Labels=400, Evaluation protocol=Average of 3 independent runs2023.05 | 52.92 | |
| SimMatch# Labels=400, Evaluation protocol=Average of 3 independent runs2023.05 | 52.93 | |
| Mean-Teacher# Labels=400, Evaluation protocol=Average of 3 independent runs2023.05 | 55.12 |