Image Classification on ImageNet-30 labeled (test)
6.77Test Error RateFlatMatch
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FlatMatch# label=30002023.10 | 6.77 | — | — | |
| FreeMatch# label=30002023.10 | 7.21 | — | — | |
| SoftMatch# label=30002023.10 | 7.78 | — | — | |
| FlexMatch# label=30002023.10 | 8.04 | — | — | |
| FixMatch# label=30002023.10 | 8.25 | — | — | |
| Dash# label=30002023.10 | 8.79 | — | — | |
| FlatMatch# label=15002023.10 | 9.71 | — | — | |
| FreeMatch# label=15002023.10 | 10.34 | — | — | |
| SoftMatch# label=15002023.10 | 10.81 | — | — | |
| FlexMatch# label=15002023.10 | 11.48 | — | — | |
| FixMatch# label=15002023.10 | 12.48 | — | — | |
| Dash# label=15002023.10 | 13.29 | — | — | |
| Cross EntropyTrain method=Cross Entropy2020.07 | — | 94.3 | 5.08 | |
| Cross Entropy2020.07 | — | 94.3 | 5.08 | |
| CSITrain method=CSI, Ensemble=false2020.07 | — | 97 | 2.61 | |
| CSIensemble=false2020.07 | — | 97 | 2.61 | |
| CSI-ensTrain method=CSI-ens, Ensemble=true, inference_speed=4 times slower2020.07 | — | 97.8 | 2.19 | |
| CSI-ensensemble=true2020.07 | — | 97.8 | 2.19 | |
| SupCLRTrain method=SupCLR2020.07 | — | 96.9 | 3.12 | |
| SupCLR2020.07 | — | 96.9 | 3.12 |