Image Classification on ImageNet-127 (test)
68.4AccuracyDECON
Evaluation results
| Method | Links | |
|---|---|---|
| DECONResolution=64 x 64, Backbone=ResNet-502024.06 | 68.4 | |
| FixMatch w/ SimProResolution=64 x 64, Backbone=ResNet-502024.06 | 67 | |
| FixMatch w/ ACR+BEMResolution=64 x 642024.04 | 63.9 | |
| FixMatch w/ ACRResolution=64 x 642024.04 | 63.6 | |
| FixMatch w/ ACRResolution=64 x 64, Backbone=ResNet-502024.06 | 63.6 | |
| FixMatch w/ FARADResolution=64 x 64, Backbone=ResNet-502024.06 | 62.1 | |
| DECONResolution=32 x 32, Backbone=ResNet-502024.06 | 60.5 | |
| FixMatch w/ CDMADResolution=64 x 64, Backbone=ResNet-502024.06 | 59.3 | |
| FixMatch w/ SimProResolution=32 x 32, Backbone=ResNet-502024.06 | 59.1 | |
| FixMatch w/ BEMResolution=64 x 642024.04 | 58.2 | |
| FixMatch w/ ACR+BEMResolution=32 x 322024.04 | 58 | |
| FixMatch w/ ACRResolution=32 x 322024.04 | 57.2 | |
| FixMatch w/ ACRResolution=32 x 32, Backbone=ResNet-502024.06 | 57.2 | |
| FixMatch w/ CREST++LAResolution=64 x 642024.04 | 55.9 | |
| FixMatch w/ CReST++LAResolution=64 x 64, Backbone=ResNet-502024.06 | 55.9 | |
| FixMatch w/ TRASResolution=64 x 642024.04 | 54.1 | |
| FixMatch w/ CoSSLResolution=64 x 642024.04 | 53.9 | |
| FixMatch w/ CoSSLResolution=64 x 64, Backbone=ResNet-502024.06 | 53.9 | |
| FixMatch w/ BEMResolution=32 x 322024.04 | 53.3 | |
| FixMatch w/ DARP+CRTResolution=64 x 642024.04 | 51 | |
| FixMatch w/ DARP+cRTResolution=64 x 64, Backbone=ResNet-502024.06 | 51 | |
| FixMatch w/ FARADResolution=32 x 32, Backbone=ResNet-502024.06 | 50.6 | |
| FixMatch w/ CDMADResolution=32 x 32, Backbone=ResNet-502024.06 | 48.4 | |
| FixMatch w/ TRASResolution=32 x 322024.04 | 46.2 | |
| FixMatch w/ CREST+Resolution=64 x 642024.04 | 44.7 | |
| FixMatch w/ CReST+Resolution=64 x 64, Backbone=ResNet-502024.06 | 44.7 | |
| FixMatch w/ CoSSLResolution=32 x 322024.04 | 43.7 | |
| FixMatch w/ CoSSLResolution=32 x 32, Backbone=ResNet-502024.06 | 43.7 | |
| FixMatch w/ DARPResolution=64 x 642024.04 | 42.5 | |
| FixMatch w/ DARPResolution=64 x 64, Backbone=ResNet-502024.06 | 42.5 | |
| FixMatchResolution=64 x 642024.04 | 42.3 | |
| FixMatchResolution=64 x 64, Backbone=ResNet-502024.06 | 42.3 | |
| FixMatch w/ CREST++LAResolution=32 x 322024.04 | 40.9 | |
| FixMatch w/ CReST++LAResolution=32 x 32, Backbone=ResNet-502024.06 | 40.9 | |
| FixMatch w/ DARP+CRTResolution=32 x 322024.04 | 39.7 | |
| FixMatch w/ DARP+cRTResolution=32 x 32, Backbone=ResNet-502024.06 | 39.7 | |
| FixMatch w/ CREST+Resolution=32 x 322024.04 | 32.5 | |
| FixMatch w/ CReST+Resolution=32 x 32, Backbone=ResNet-502024.06 | 32.5 | |
| FixMatch w/ DARPResolution=32 x 322024.04 | 30.5 | |
| FixMatch w/ DARPResolution=32 x 32, Backbone=ResNet-502024.06 | 30.5 | |
| FixMatchResolution=32 x 322024.04 | 29.7 | |
| FixMatchResolution=32 x 32, Backbone=ResNet-502024.06 | 29.7 |