Image Classification on CIFAR100 (test) (Error Rate)
19.01Error RateFlatMatch
Evaluation Results
| Method | Links | |
|---|---|---|
| FlatMatch# Label=100002023.10 | 19.01 | |
| FlatMatch (Fix label)# Label=100002023.10 | 19.01 | |
| Fully-Supervised# Label=100002023.10 | 19.3 | |
| FlatMatch-e# Label=100002023.10 | 19.78 | |
| ReMixMatch# Label=100002023.10 | 20.02 | |
| FreeMatch# Label=100002023.10 | 21.68 | |
| MPL# Label=100002023.10 | 21.74 | |
| FixMatch# Label=100002023.10 | 21.88 | |
| FlexMatch# Label=100002023.10 | 21.9 | |
| SoftMatch# Label=100002023.10 | 22.03 | |
| UDA# Label=100002023.10 | 22.2 | |
| Dash# Label=100002023.10 | 22.49 | |
| FlatMatch# Label=25002023.10 | 25.38 | |
| FlatMatch (Fix label)# Label=25002023.10 | 25.38 | |
| FlatMatch-e# Label=25002023.10 | 25.62 | |
| ReMixMatch# Label=25002023.10 | 26.03 | |
| FreeMatch# Label=25002023.10 | 26.47 | |
| FlexMatch# Label=25002023.10 | 26.49 | |
| SoftMatch# Label=25002023.10 | 26.66 | |
| FixMatch# Label=25002023.10 | 27.15 | |
| MPL# Label=25002023.10 | 27.71 | |
| Dash# Label=25002023.10 | 27.73 | |
| MixMatch# Label=100002023.10 | 27.78 | |
| UDA# Label=25002023.10 | 28.03 | |
| Mean Teacher# Label=100002023.10 | 31.75 | |
| VAT# Label=100002023.10 | 32.14 | |
| Pseudo Label# Label=100002023.10 | 36.55 | |
| Π-Model# Label=100002023.10 | 36.65 | |
| FlatMatch (Fix label)# Label=4002023.10 | 36.97 | |
| SoftMatch# Label=4002023.10 | 37.1 | |
| FreeMatch# Label=4002023.10 | 37.98 | |
| FlatMatch# Label=4002023.10 | 38.76 | |
| FlatMatch-e# Label=4002023.10 | 38.98 | |
| MixMatch# Label=25002023.10 | 39.76 | |
| FlexMatch# Label=4002023.10 | 39.94 | |
| ReMixMatch# Label=4002023.10 | 42.75 | |
| FixMatch# Label=4002023.10 | 44.82 | |
| Mean Teacher# Label=25002023.10 | 45.17 | |
| MPL# Label=4002023.10 | 46.26 | |
| Dash# Label=4002023.10 | 46.39 | |
| UDA# Label=4002023.10 | 46.42 | |
| VAT# Label=25002023.10 | 46.84 | |
| Pseudo Label# Label=25002023.10 | 57.74 | |
| Π-Model# Label=25002023.10 | 58.8 | |
| MixMatch# Label=4002023.10 | 67.59 | |
| Mean Teacher# Label=4002023.10 | 81.11 | |
| VAT# Label=4002023.10 | 85.2 | |
| Π-Model# Label=4002023.10 | 86.96 | |
| Pseudo Label# Label=4002023.10 | 87.45 |