Metric: Top 1 Accuracy (higher is better)
| # | Model↕ | Top 1 Accuracy▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | MAWS (ViT-2B) | 96.2 | No | The effectiveness of MAE pre-pretraining for bil... | 2023-03-23 | Code |
| 2 | EVA-CLIP-18B | 95.8 | No | EVA-CLIP-18B: Scaling CLIP to 18 Billion Paramet... | 2024-02-06 | Code |
| 3 | InternVL-C | 95.3 | No | InternVL: Scaling up Vision Foundation Models an... | 2023-12-21 | Code |
| 4 | EVA-CLIP-E/14+ | 94.9 | No | EVA-CLIP: Improved Training Techniques for CLIP ... | 2023-03-27 | Code |
| 5 | Diffusion Classifier (zero-shot) | 77.7 | No | Your Diffusion Model is Secretly a Zero-Shot Cla... | 2023-03-28 | Code |