| prompt-engineering-on-caltech-101 | RMAdapter | – | Harmonic mean: 96.26 |
| prompt-engineering-on-dtd | RMAdapter | – | Harmonic mean: 74.09 |
| prompt-engineering-on-eurosat | RMAdapter | – | Harmonic mean: 84.69 |
| prompt-engineering-on-fgvc-aircraft | RMAdapter | – | Harmonic mean: 39.76 |
| prompt-engineering-on-food-101 | RMAdapter | – | Harmonic mean: 91.10 |
| prompt-engineering-on-imagenet | RMAdapter | – | Harmonic mean: 74.52 |
| prompt-engineering-on-imagenet-a | RMAdapter | – | Top-1 accuracy %: 51.21 |
| prompt-engineering-on-imagenet-r | RMAdapter | – | Top-1 accuracy %: 77.70 |
| prompt-engineering-on-imagenet-s | RMAdapter | – | Top-1 accuracy %: 49.50 |
| prompt-engineering-on-imagenet-v2 | RMAdapter | – | Top-1 accuracy %: 64.45 |
| prompt-engineering-on-oxford-iiit-pet-dataset | RMAdapter | – | Harmonic mean: 96.89 |
| prompt-engineering-on-stanford-cars | RMAdapter | – | Harmonic mean: 77.75 |
| prompt-engineering-on-ucf101 | RMAdapter | – | Harmonic mean: 83.63 |