Image Classification on STL-10 (Label Count Specific Error Rates)
9.15Error Rate (40 Labels)CoMatch + EPASS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CoMatch + EPASS2023.10 | 9.15 | 6.27 | 5.4 | |
| CoMatch2023.10 | 13.74 | 7.63 | 5.71 | |
| SimMatch + EPASS2023.10 | 15.71 | 8.08 | 5.58 | |
| SimMatch2023.10 | 16.98 | 8.27 | 5.74 | |
| AdaMatch2023.10 | 19.95 | 8.59 | 6.01 | |
| SoftMatch2023.10 | 22.23 | 9.18 | 5.79 | |
| ReMixMatch2023.10 | 27.87 | 11.14 | 6.44 | |
| FreeMatch2023.10 | 28.5 | 9.29 | 5.81 | |
| FlexMatch2023.10 | 29.12 | 9.85 | 6.08 | |
| FixMatch2023.10 | 38.19 | 8.64 | 5.82 | |
| Dash2023.10 | 42 | 10.5 | 6.3 | |
| MixMatch2023.10 | 52.32 | 36.34 | 25.01 | |
| UDA2023.10 | 53.69 | 28.96 | 7.25 |