Image Classification on Pets (accuracy)
92.77AccuracyMMFT
Evaluation results
| Method | Links | |
|---|---|---|
| MMFTModel=ViT, Method=Ours2026.01 | 92.77 | |
| ZSModel=MLLM, Method=ZS2026.01 | 92.56 | |
| FLYPModel=ViT, Method=FLYP2026.01 | 92.26 | |
| FTModel=ViT, Method=FT2026.01 | 92.21 | |
| MMFTModel=RN50, Method=Ours2026.01 | 88.4 | |
| FLYPModel=RN50, Method=FLYP2026.01 | 87.83 | |
| FTModel=RN50, Method=FT2026.01 | 85.99 | |
| ZSModel=RN50, Method=ZS2026.01 | 80.57 | |
| ZSModel=ViT, Method=ZS2026.01 | 78.28 |