Image Classification on STL-10 USB 100 labels
7.21Error RateReMixMatch
Evaluation Results
| Method | Links | |
|---|---|---|
| ReMixMatch# Labels=100, Evaluation protocol=Average of 3 independent runs2023.05 | 7.21 | |
| SimMatch# Labels=100, Evaluation protocol=Average of 3 independent runs2023.05 | 7.55 | |
| AdaMatch# Labels=100, Evaluation protocol=Average of 3 independent runs2023.05 | 7.62 | |
| SoftMatch# Labels=100, Evaluation protocol=Average of 3 independent runs2023.05 | 7.84 | |
| Dash# Labels=100, Evaluation protocol=Average of 3 independent runs2023.05 | 7.85 | |
| ILL# Labels=100, Evaluation protocol=Average of 3 independent runs2023.05 | 8.1 | |
| FixMatch# Labels=100, Evaluation protocol=Average of 3 independent runs2023.05 | 8.11 | |
| FlexMatch# Labels=100, Evaluation protocol=Average of 3 independent runs2023.05 | 8.17 | |
| FreeMatch# Labels=100, Evaluation protocol=Average of 3 independent runs2023.05 | 8.52 | |
| CoMatch# Labels=100, Evaluation protocol=Average of 3 independent runs2023.05 | 9.56 | |
| VAT# Labels=100, Evaluation protocol=Average of 3 independent runs2023.05 | 10.69 | |
| Pseudo-Label# Labels=100, Evaluation protocol=Average of 3 independent runs2023.05 | 10.77 | |
| Mean-Teacher# Labels=100, Evaluation protocol=Average of 3 independent runs2023.05 | 24.19 | |
| MixMatch# Labels=100, Evaluation protocol=Average of 3 independent runs2023.05 | 36.74 |