Long-tailed Image Classification on SVHN-LT (gamma=100, beta=20%, test)
93.9Overall AccuracyReMixMatch w/ ABC
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ReMixMatch w/ ABCSSL Base=ReMixMatch, Components=ABC2021.10 | 93.9 | 92.5 | |
| ReMixMatch w/ DARP+cRTSSL Base=ReMixMatch, Components=DARP+cRT2021.10 | 92.1 | 87.6 | |
| FixMatch w/ ABCSSL Base=FixMatch, Components=ABC2021.10 | 92 | 87.9 | |
| ReMixMatch w/ CReST+PDASSL Base=ReMixMatch, Components=CReST+PDA2021.10 | 90.9 | 85.2 | |
| ReMixMatch w/ DARPSSL Base=ReMixMatch, Components=DARP2021.10 | 90.2 | 83.5 | |
| FixMatch w/ DARP+cRTSSL Base=FixMatch, Components=DARP+cRT2021.10 | 89.9 | 83.5 | |
| ReMixMatchSSL Base=ReMixMatch2021.10 | 89.8 | 82.8 | |
| FixMatch w/ CReST+PDASSL Base=FixMatch, Components=CReST+PDA2021.10 | 89.1 | 81.7 | |
| FixMatch w/ DARPSSL Base=FixMatch, Components=DARP2021.10 | 88.6 | 80.5 | |
| FixMatchSSL Base=FixMatch2021.10 | 88 | 79.4 | |
| BALMS2021.10 | 87.6 | 85 | |
| VAT2021.10 | 81.3 | 68.2 | |
| Vanilla2021.10 | 77 | 63.3 |