Image Classification on STL-10 (Top-1 Error Rate)
5.63Top-1 ErrorFreeMatch
Evaluation Results
| Method | Links | |
|---|---|---|
| FreeMatch# Label=10002022.05 | 5.63 | |
| FlexMatch# Label=10002022.05 | 5.77 | |
| FixMatch# Label=10002022.05 | 6.25 | |
| Dash# Label=10002022.05 | 6.39 | |
| UDA# Label=10002022.05 | 6.64 | |
| MPL# Label=10002022.05 | 6.66 | |
| ReMixMatch# Label=10002022.05 | 6.74 | |
| FreeMatch2022.05 | 10.6 | |
| FreeMatch# Label=402022.05 | 13.59 | |
| FlexMatch2022.05 | 17.46 | |
| ReMixMatch2022.05 | 19.43 | |
| Dash2022.05 | 20.46 | |
| FixMatch2022.05 | 21.11 | |
| MPL2022.05 | 21.21 | |
| MixMatch# Label=10002022.05 | 21.7 | |
| UDA2022.05 | 22.03 | |
| FlexMatch# Label=402022.05 | 29.15 | |
| ReMixMatch# Label=402022.05 | 32.12 | |
| Pseudo Label# Label=10002022.05 | 32.64 | |
| Pi Model# Label=10002022.05 | 32.78 | |
| VAT# Label=10002022.05 | 33.9 | |
| Dash# Label=402022.05 | 34.52 | |
| MPL# Label=402022.05 | 35.76 | |
| FixMatch# Label=402022.05 | 35.97 | |
| UDA# Label=402022.05 | 37.42 | |
| MeanTeacher# Label=10002022.05 | 37.95 | |
| MixMatch2022.05 | 38.32 | |
| MeanTeacher2022.05 | 52.81 | |
| Pi Model2022.05 | 53.55 | |
| Pseudo Label2022.05 | 53.66 | |
| MixMatch# Label=402022.05 | 54.93 | |
| VAT2022.05 | 56.35 | |
| VAT# Label=402022.05 | 71.72 | |
| Pi Model# Label=402022.05 | 74.31 | |
| Pseudo Label# Label=402022.05 | 74.68 | |
| MeanTeacher# Label=402022.05 | 74.74 |