Image Classification on iWILDCam
52.2AccuracyFLYP
Evaluation results
| Method | Links | |
|---|---|---|
| FLYPEvaluation Protocol=Fine-tuning2022.12 | 52.2 | |
| LP-FTEvaluation Protocol=Linear Probing then Fine-tuning2022.12 | 49.7 | |
| FTEvaluation Protocol=Fine-tuning2022.12 | 48.1 | |
| LPEvaluation Protocol=Linear Probing2022.12 | 44.5 | |
| MVTArch=ViT-g2025.12 | 25.1 | |
| MVTArch=ViT-L2025.12 | 25 | |
| Vanilla FTArch=ViT-g2025.12 | 22.4 | |
| EVAArch=ViT-g2025.12 | 21.9 | |
| VQAArch=ViT-g2025.12 | 19.7 | |
| Vanilla FTArch=ViT-L2025.12 | 15.2 | |
| CLIPArch=ViT-L2025.12 | 13.4 | |
| VQAArch=ViT-L2025.12 | 13.3 | |
| CLIPArch=RN1012025.12 | 12.3 | |
| CLIPArch=ViT-B2025.12 | 10.9 | |
| ZeroshotEvaluation Protocol=Zero-shot2022.12 | 8.7 | |
| CLIPArch=RN502025.12 | 8.2 |