Image Classification on EuroSat USB (40 labels)
4.75Error RateAdaMatch
Evaluation results
| Method | Links | |
|---|---|---|
| AdaMatch# Labels=40, Evaluation protocol=Average of 3 independent runs2023.05 | 4.75 | |
| CoMatch# Labels=40, Evaluation protocol=Average of 3 independent runs2023.05 | 4.81 | |
| ReMixMatch# Labels=40, Evaluation protocol=Average of 3 independent runs2023.05 | 5.07 | |
| SimMatch# Labels=40, Evaluation protocol=Average of 3 independent runs2023.05 | 5.27 | |
| FlexMatch# Labels=40, Evaluation protocol=Average of 3 independent runs2023.05 | 5.58 | |
| ILL# Labels=40, Evaluation protocol=Average of 3 independent runs2023.05 | 5.74 | |
| FreeMatch# Labels=40, Evaluation protocol=Average of 3 independent runs2023.05 | 5.78 | |
| SoftMatch# Labels=40, Evaluation protocol=Average of 3 independent runs2023.05 | 5.9 | |
| FixMatch# Labels=40, Evaluation protocol=Average of 3 independent runs2023.05 | 5.91 | |
| Dash# Labels=40, Evaluation protocol=Average of 3 independent runs2023.05 | 6.96 | |
| VAT# Labels=40, Evaluation protocol=Average of 3 independent runs2023.05 | 10.09 | |
| Pseudo-Label# Labels=40, Evaluation protocol=Average of 3 independent runs2023.05 | 15.7 | |
| Mean-Teacher# Labels=40, Evaluation protocol=Average of 3 independent runs2023.05 | 15.85 | |
| MixMatch# Labels=40, Evaluation protocol=Average of 3 independent runs2023.05 | 17.28 |