Image Classification on CIFAR-100-LT gamma=20 (test)
55.8AccuracyReMixMatch w/ CoSSL
Evaluation results
| Method | Links | |
|---|---|---|
| ReMixMatch w/ CoSSLBase Method=ReMixMatch, Long-tailed Technique=CoSSL2021.12 | 55.8 | |
| ReMixMatch w/ LDAM-DRWBase Method=ReMixMatch, Long-tailed Technique=LDAM-DRW2021.12 | 54.5 | |
| ReMixMatch w/ DARP + CRTBase Method=ReMixMatch, Long-tailed Technique=DARP + CRT2021.12 | 54.5 | |
| FixMatch w/ CoSSLBase Method=FixMatch, Long-tailed Technique=CoSSL2021.12 | 53.9 | |
| FixMatch w/ CReST+ + LABase Method=FixMatch, Long-tailed Technique=CReST+ + LA2021.12 | 52.9 | |
| ReMixMatch w/ DARPBase Method=ReMixMatch, Long-tailed Technique=DARP2021.12 | 51.9 | |
| ReMixMatch w/ CReST+ + LABase Method=ReMixMatch, Long-tailed Technique=CReST+ + LA2021.12 | 51.9 | |
| FixMatch w/ CReST+Base Method=FixMatch, Long-tailed Technique=CReST+2021.12 | 51.8 | |
| ReMixMatchBase Method=ReMixMatch2021.12 | 51.6 | |
| FixMatch w/ DARP + CRTBase Method=FixMatch, Long-tailed Technique=DARP + CRT2021.12 | 51.4 | |
| ReMixMatch w/ CReST+Base Method=ReMixMatch, Long-tailed Technique=CReST+2021.12 | 51.3 | |
| FixMatch w/ LDAM-DRWBase Method=FixMatch, Long-tailed Technique=LDAM-DRW2021.12 | 51.1 | |
| FixMatch w/ DARPBase Method=FixMatch, Long-tailed Technique=DARP2021.12 | 50.8 | |
| ReMixMatch w/ Re-samplingBase Method=ReMixMatch, Long-tailed Technique=Re-sampling2021.12 | 50 | |
| FixMatch w/ Re-samplingBase Method=FixMatch, Long-tailed Technique=Re-sampling2021.12 | 49.9 | |
| FixMatchBase Method=FixMatch2021.12 | 49.6 |