Semi-supervised Long-tailed Image Classification on CIFAR-10-LT gamma=100, beta=20% (test)
81.9G-meanReMixMatch w/ ABC
Evaluation Results
| Method | Links | |
|---|---|---|
| ReMixMatch w/ ABCBase Framework=ReMixMatch, Components=ABC2021.10 | 81.9 | |
| FixMatch w/ ABCBase Framework=FixMatch, Components=ABC2021.10 | 80.5 | |
| ReMixMatch w/ DARP+cRTBase Framework=ReMixMatch, Components=DARP, cRT2021.10 | 77.9 | |
| FixMatch w/ DARP+cRTBase Framework=FixMatch, Components=DARP, cRT2021.10 | 76.7 | |
| FixMatch w/ CREST+PDABase Framework=FixMatch, Components=CREST, PDA2021.10 | 74.4 | |
| ReMixMatch w/ CREST+PDABase Framework=ReMixMatch, Components=CREST, PDA2021.10 | 72.2 | |
| ReMixMatch w/ DARPBase Framework=ReMixMatch, Components=DARP2021.10 | 71.9 | |
| FixMatch w/ DARPBase Framework=FixMatch, Components=DARP2021.10 | 71.5 | |
| ReMixMatchBase Framework=ReMixMatch2021.10 | 62.5 | |
| FixMatchBase Framework=FixMatch2021.10 | 62 |