Image Classification on CIFAR-10 low-resolution (test)
94.93AccuracyFixMatch (RA)
Evaluation results
| Method | Links | |
|---|---|---|
| FixMatch (RA)shots=25, Augmentation=RA2025.10 | 94.93 | |
| FixMatch (CTA)shots=25, Augmentation=CTA2025.10 | 94.93 | |
| ReMixMatchshots=252025.10 | 94.56 | |
| PromptSRC + Bi-CoGshots=252025.10 | 91.07 | |
| PromptSRCshots=252025.10 | 90.1 | |
| PromptSRC + Bi-CoGshots=42025.10 | 89.83 | |
| FixMatch (CTA)shots=4, Augmentation=CTA2025.10 | 88.61 | |
| FixMatch (RA)shots=4, Augmentation=RA2025.10 | 86.19 | |
| CoOp + Bi-CoGshots=252025.10 | 86.1 | |
| PromptSRCshots=42025.10 | 86.03 | |
| CoOpshots=252025.10 | 85.1 | |
| CoOp + Bi-CoGshots=42025.10 | 84.9 | |
| ReMixMatchshots=42025.10 | 80.9 | |
| CoOpshots=42025.10 | 80.6 |