Long-tailed Image Classification on CIFAR-100-LT gamma=20, beta=40% (test)
57.6Overall AccuracyReMixMatch w/ ABC
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ReMixMatch w/ ABCSSL Base=ReMixMatch, Components=ABC2021.10 | 57.6 | 46.7 | |
| FixMatch w/ ABCSSL Base=FixMatch, Components=ABC2021.10 | 56.3 | 43.4 | |
| ReMixMatch w/ DARP+cRTSSL Base=ReMixMatch, Components=DARP+cRT2021.10 | 55.1 | 43.6 | |
| FixMatch w/ DARP+cRTSSL Base=FixMatch, Components=DARP+cRT2021.10 | 54.7 | 41.2 | |
| ReMixMatch w/ CReST+PDASSL Base=ReMixMatch, Components=CReST+PDA2021.10 | 54.6 | 38.1 | |
| ReMixMatch w/ DARPSSL Base=ReMixMatch, Components=DARP2021.10 | 54.5 | 37.7 | |
| ReMixMatchSSL Base=ReMixMatch2021.10 | 54 | 37.1 | |
| FixMatch w/ CReST+PDASSL Base=FixMatch, Components=CReST+PDA2021.10 | 51.6 | 36.4 | |
| FixMatch w/ DARPSSL Base=FixMatch, Components=DARP2021.10 | 51.4 | 33.9 | |
| FixMatchSSL Base=FixMatch2021.10 | 51 | 32.8 | |
| BALMS2021.10 | 50.2 | 42.9 | |
| VAT2021.10 | 40.4 | 24.8 | |
| Vanilla2021.10 | 40.1 | 25.2 |