Image Classification on EuroSat USB 20 labels
5.05Error RateReMixMatch
Evaluation Results
| Method | Links | |
|---|---|---|
| ReMixMatch# Labels=20, Evaluation protocol=Average of 3 independent runs2023.05 | 5.05 | |
| FlexMatch# Labels=20, Evaluation protocol=Average of 3 independent runs2023.05 | 5.17 | |
| CoMatch# Labels=20, Evaluation protocol=Average of 3 independent runs2023.05 | 5.75 | |
| SoftMatch# Labels=20, Evaluation protocol=Average of 3 independent runs2023.05 | 5.75 | |
| ILL# Labels=20, Evaluation protocol=Average of 3 independent runs2023.05 | 5.86 | |
| FreeMatch# Labels=20, Evaluation protocol=Average of 3 independent runs2023.05 | 6.5 | |
| AdaMatch# Labels=20, Evaluation protocol=Average of 3 independent runs2023.05 | 7.02 | |
| SimMatch# Labels=20, Evaluation protocol=Average of 3 independent runs2023.05 | 7.66 | |
| Dash# Labels=20, Evaluation protocol=Average of 3 independent runs2023.05 | 11.19 | |
| FixMatch# Labels=20, Evaluation protocol=Average of 3 independent runs2023.05 | 13.44 | |
| MixMatch# Labels=20, Evaluation protocol=Average of 3 independent runs2023.05 | 24.85 | |
| Pseudo-Label# Labels=20, Evaluation protocol=Average of 3 independent runs2023.05 | 25.46 | |
| VAT# Labels=20, Evaluation protocol=Average of 3 independent runs2023.05 | 26.16 | |
| Mean-Teacher# Labels=20, Evaluation protocol=Average of 3 independent runs2023.05 | 26.83 |