Image Classification on Small-ImageNet-127 size 32x32 and 64x64 (test)
67.8AccuracyCCL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CCLResolution=64x642024.10 | 67.8 | — | |
| FixMatch + ACRResolution=64x642024.10 | 63.6 | — | |
| CCLResolution=32x322024.10 | 61.5 | — | |
| FixMatch + ACRResolution=32x322024.10 | 57.2 | — | |
| FixMatch + CREST+ + LAResolution=64x642024.10 | 55.9 | — | |
| FixMatch + TRASResolution=64x642024.10 | 54.1 | — | |
| FixMatch + CoSSLResolution=64x642024.10 | 53.9 | — | |
| FixMatch + DARP + CRTResolution=64x642024.10 | 51 | — | |
| FixMatch + TRASResolution=32x322024.10 | 46.2 | — | |
| FixMatch + CREST+Resolution=64x642024.10 | 44.7 | — | |
| FixMatch + CoSSLResolution=32x322024.10 | 43.7 | — | |
| FixMatch + DARPResolution=64x642024.10 | 42.5 | — | |
| FixMatchResolution=64x642024.10 | 42.3 | — | |
| FixMatch + CREST+ + LAResolution=32x322024.10 | 40.9 | — | |
| FixMatch + DARP + CRTResolution=32x322024.10 | 39.7 | — | |
| FixMatch + CREST+Resolution=32x322024.10 | 32.5 | — | |
| FixMatch + DARPResolution=32x322024.10 | 30.5 | — | |
| FixMatchResolution=32x322024.10 | 29.7 | — | |
| FixMatchResolution=32x32, Unlabeled class distribution=known2024.03 | — | 29.7 | |
| FixMatchResolution=64x64, Unlabeled class distribution=known2024.03 | — | 42.3 | |
| FixMatch+ABCResolution=32x32, Unlabeled class distribution=known2024.03 | — | 46.9 | |
| FixMatch+ABCResolution=64x64, Unlabeled class distribution=known2024.03 | — | 56.1 | |
| FixMatch+CDMADResolution=32x32, Unlabeled class distribution=known2024.03 | — | 48.4 | |
| FixMatch+CDMADResolution=64x64, Unlabeled class distribution=known2024.03 | — | 59.3 | |
| FixMatch+CoSSLResolution=32x32, Unlabeled class distribution=known2024.03 | — | 43.7 | |
| FixMatch+CoSSLResolution=64x64, Unlabeled class distribution=known2024.03 | — | 53.8 | |
| FixMatch+CRESTResolution=32x32, Unlabeled class distribution=known2024.03 | — | 32.5 | |
| FixMatch+CRESTResolution=64x64, Unlabeled class distribution=known2024.03 | — | 44.7 | |
| FixMatch+CREST+LAResolution=32x32, Unlabeled class distribution=known2024.03 | — | 40.9 | |
| FixMatch+CREST+LAResolution=64x64, Unlabeled class distribution=known2024.03 | — | 55.9 | |
| FixMatch+DARPResolution=32x32, Unlabeled class distribution=known2024.03 | — | 30.5 | |
| FixMatch+DARPResolution=64x64, Unlabeled class distribution=known2024.03 | — | 42.5 | |
| FixMatch+DARP+cRTResolution=32x32, Unlabeled class distribution=known2024.03 | — | 39.7 | |
| FixMatch+DARP+cRTResolution=64x64, Unlabeled class distribution=known2024.03 | — | 51 |