Metric: Mean Accuracy (higher is better)
| # | Model↕ | Mean Accuracy▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | SPT-Deep(ViT-B/16_MoCo_v3_pretrained_ImageNet-1K) | 84.95 | No | Revisiting the Power of Prompt for Visual Tuning | 2024-02-04 | - |
| 2 | SPT-Shallow(ViT-B/16_MoCo_v3_pretrained_ImageNet-1K) | 83.93 | No | Revisiting the Power of Prompt for Visual Tuning | 2024-02-04 | - |
| 3 | GateVPT(ViT-B/16_MoCo_v3_pretrained_ImageNet-1K) | 83.38 | No | Improving Visual Prompt Tuning for Self-supervis... | 2023-06-08 | Code |
| 4 | SPT-Deep(ViT-B/16_MAE_pretrained_ImageNet-1K) | 83.15 | No | Revisiting the Power of Prompt for Visual Tuning | 2024-02-04 | - |
| 5 | VPT-Deep(ViT-B/16_MoCo_v3_pretrained_ImageNet-1K) | 83.04 | No | Visual Prompt Tuning | 2022-03-23 | Code |
| 6 | VPT-Shallow(ViT-B/16_MoCo_v3_pretrained_ImageNet-1K) | 82.26 | No | Visual Prompt Tuning | 2022-03-23 | Code |
| 7 | SPT-Shallow(ViT-B/16_MAE_pretrained_ImageNet-1K) | 80.9 | No | Revisiting the Power of Prompt for Visual Tuning | 2024-02-04 | - |
| 8 | GateVPT(ViT-B/16_MAE_pretrained_ImageNet-1K) | 76.86 | No | Improving Visual Prompt Tuning for Self-supervis... | 2023-06-08 | Code |
| 9 | VPT-Shallow(ViT-B/16_MAE_pretrained_ImageNet-1K) | 69.65 | No | Visual Prompt Tuning | 2022-03-23 | Code |
| 10 | VPT-Deep(ViT-B/16_MAE_pretrained_ImageNet-1K) | 60.61 | No | Visual Prompt Tuning | 2022-03-23 | Code |