Metric: Mean Accuracy (higher is better)
| # | Model↕ | Mean Accuracy▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | SPT-Deep(ViT-B/16_MAE_pretrained_ImageNet-1K) | 59.23 | No | Revisiting the Power of Prompt for Visual Tuning | 2024-02-04 | - |
| 2 | SPT-Deep(ViT-B/16_MoCo_v3_pretrained_ImageNet-1K) | 58.36 | No | Revisiting the Power of Prompt for Visual Tuning | 2024-02-04 | - |
| 3 | SPT-Shallow(ViT-B/16_MoCo_v3_pretrained_ImageNet-1K) | 55.16 | No | Revisiting the Power of Prompt for Visual Tuning | 2024-02-04 | - |
| 4 | SPT-Shallow(ViT-B/16_MAE_pretrained_ImageNet-1K) | 53.46 | No | Revisiting the Power of Prompt for Visual Tuning | 2024-02-04 | - |
| 5 | GateVPT(ViT-B/16_MoCo_v3_pretrained_ImageNet-1K) | 49.1 | No | Improving Visual Prompt Tuning for Self-supervis... | 2023-06-08 | Code |
| 6 | VPT-Deep(ViT-B/16_MoCo_v3_pretrained_ImageNet-1K) | 42.38 | No | Visual Prompt Tuning | 2022-03-23 | Code |
| 7 | VPT-Shallow(ViT-B/16_MoCo_v3_pretrained_ImageNet-1K) | 37.55 | No | Visual Prompt Tuning | 2022-03-23 | Code |
| 8 | GateVPT(ViT-B/16_MAE_pretrained_ImageNet-1K) | 36.8 | No | Improving Visual Prompt Tuning for Self-supervis... | 2023-06-08 | Code |
| 9 | VPT-Shallow(ViT-B/16_MAE_pretrained_ImageNet-1K) | 27.5 | No | Visual Prompt Tuning | 2022-03-23 | Code |
| 10 | VPT-Deep(ViT-B/16_MAE_pretrained_ImageNet-1K) | 26.57 | No | Visual Prompt Tuning | 2022-03-23 | Code |