Image Classification on LSUN large-scale γ=100, β=20% (test)
78.9Overall AccuracyFixMatch + ABC
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FixMatch + ABCBase Algorithm=FixMatch, Imbalance Correction=ABC2021.10 | 78.9 | 75.5 | |
| FixMatch + cRTBase Algorithm=FixMatch, Imbalance Correction=cRT2021.10 | 77 | 71.5 | |
| ReMixMatch + ABCBase Algorithm=ReMixMatch, Imbalance Correction=ABC2021.10 | 76.9 | 69.5 | |
| FixMatch + DARP + cRTBase Algorithm=FixMatch, Imbalance Correction=DARP+cRT2021.10 | 75.8 | 69.5 | |
| ReMixMatch + cRTBase Algorithm=ReMixMatch, Imbalance Correction=cRT2021.10 | 75.4 | 69.5 | |
| FixMatchBase Algorithm=FixMatch, Imbalance Correction=None2021.10 | 73.1 | 55.3 | |
| ReMixMatch + DARP + cRTBase Algorithm=ReMixMatch, Imbalance Correction=DARP+cRT2021.10 | 72.1 | 67.5 | |
| FixMatch + DARPBase Algorithm=FixMatch, Imbalance Correction=DARP2021.10 | 71 | 51.8 | |
| ReMixMatchBase Algorithm=ReMixMatch, Imbalance Correction=None2021.10 | 69.4 | 49.1 | |
| ReMixMatch + DARPBase Algorithm=ReMixMatch, Imbalance Correction=DARP2021.10 | 65.6 | 44.1 |