Image Classification on STL-10 USB (40 labels)
11.09Error RateILL
Evaluation Results
| Method | Links | |
|---|---|---|
| ILL# Labels=40, Evaluation protocol=Average of 3 independent runs2023.05 | 11.09 | |
| SimMatch# Labels=40, Evaluation protocol=Average of 3 independent runs2023.05 | 11.77 | |
| FreeMatch# Labels=40, Evaluation protocol=Average of 3 independent runs2023.05 | 12.73 | |
| ReMixMatch# Labels=40, Evaluation protocol=Average of 3 independent runs2023.05 | 13.08 | |
| SoftMatch# Labels=40, Evaluation protocol=Average of 3 independent runs2023.05 | 13.55 | |
| AdaMatch# Labels=40, Evaluation protocol=Average of 3 independent runs2023.05 | 13.64 | |
| FlexMatch# Labels=40, Evaluation protocol=Average of 3 independent runs2023.05 | 14.4 | |
| CoMatch# Labels=40, Evaluation protocol=Average of 3 independent runs2023.05 | 15.12 | |
| FixMatch# Labels=40, Evaluation protocol=Average of 3 independent runs2023.05 | 16.15 | |
| Dash# Labels=40, Evaluation protocol=Average of 3 independent runs2023.05 | 16.22 | |
| VAT# Labels=40, Evaluation protocol=Average of 3 independent runs2023.05 | 18.45 | |
| Mean-Teacher# Labels=40, Evaluation protocol=Average of 3 independent runs2023.05 | 18.67 | |
| Pseudo-Label# Labels=40, Evaluation protocol=Average of 3 independent runs2023.05 | 19.14 | |
| MixMatch# Labels=40, Evaluation protocol=Average of 3 independent runs2023.05 | 58.77 |