Image Classification on TissueMNIST USB 80 labels
55.37Error RateFixMatch
Evaluation results
| Method | Links | |
|---|---|---|
| FixMatch# Labels=80, Evaluation protocol=Average of 3 independent runs2023.05 | 55.37 | |
| MixMatch# Labels=80, Evaluation protocol=Average of 3 independent runs2023.05 | 55.53 | |
| Pseudo-Label# Labels=80, Evaluation protocol=Average of 3 independent runs2023.05 | 56.92 | |
| Dash# Labels=80, Evaluation protocol=Average of 3 independent runs2023.05 | 56.98 | |
| VAT# Labels=80, Evaluation protocol=Average of 3 independent runs2023.05 | 57.49 | |
| SoftMatch# Labels=80, Evaluation protocol=Average of 3 independent runs2023.05 | 57.98 | |
| ILL# Labels=80, Evaluation protocol=Average of 3 independent runs2023.05 | 57.99 | |
| FreeMatch# Labels=80, Evaluation protocol=Average of 3 independent runs2023.05 | 58.24 | |
| AdaMatch# Labels=80, Evaluation protocol=Average of 3 independent runs2023.05 | 58.35 | |
| FlexMatch# Labels=80, Evaluation protocol=Average of 3 independent runs2023.05 | 58.36 | |
| ReMixMatch# Labels=80, Evaluation protocol=Average of 3 independent runs2023.05 | 58.77 | |
| CoMatch# Labels=80, Evaluation protocol=Average of 3 independent runs2023.05 | 59.04 | |
| SimMatch# Labels=80, Evaluation protocol=Average of 3 independent runs2023.05 | 60.88 | |
| Mean-Teacher# Labels=80, Evaluation protocol=Average of 3 independent runs2023.05 | 62.06 |