Multi-Label Classification on Visual Genome VG256 (test)
50.9mAPML-VPT
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| ML-VPTBackbone=DINOv2/B, Resolution=224x2242025.04 | 50.9 | 51.7 | 64.1 | |
| VPTBackbone=DINOv2/B, Resolution=224x2242025.04 | 49.3 | 50.3 | 62.9 | |
| E2VPTBackbone=DINOv2/B, Resolution=224x2242025.04 | 49.2 | 50.3 | 62.9 | |
| GateVPTBackbone=DINOv2/B, Resolution=224x2242025.04 | 48.6 | 49.7 | 62.4 | |
| ML-VPTBackbone=DINOv2/S, Resolution=224x2242025.04 | 47.7 | 48.7 | 61.9 | |
| ML-VPTBackbone=ViT-B-21k, Resolution=224x2242025.04 | 47.6 | 48.6 | 61.2 | |
| VPTBackbone=ViT-B-21k, Resolution=224x2242025.04 | 46 | 47.4 | 60.2 | |
| E2VPTBackbone=ViT-B-21k, Resolution=224x2242025.04 | 46 | 47.4 | 60.1 | |
| GateVPTBackbone=ViT-B-21k, Resolution=224x2242025.04 | 45.4 | 46.8 | 59.5 | |
| VPTBackbone=DINOv2/S, Resolution=224x2242025.04 | 45.2 | 46.7 | 60.2 | |
| E2VPTBackbone=DINOv2/S, Resolution=224x2242025.04 | 45.1 | 46.7 | 60.1 | |
| GateVPTBackbone=DINOv2/S, Resolution=224x2242025.04 | 44.3 | 45.9 | 59.3 | |
| ML-VPTBackbone=ViT-B, Resolution=224x2242025.04 | 44.2 | 45.8 | 58.8 | |
| VPTBackbone=ViT-B, Resolution=224x2242025.04 | 42.2 | 44 | 57.5 | |
| E2VPTBackbone=ViT-B, Resolution=224x2242025.04 | 42.2 | 44.2 | 57.6 | |
| GateVPTBackbone=ViT-B, Resolution=224x2242025.04 | 41.1 | 43 | 56.5 | |
| ML-VPTBackbone=MoCo v3, Resolution=224x2242025.04 | 41 | 43.1 | 57.1 | |
| ML-VPTBackbone=MAE, Resolution=224x2242025.04 | 40.5 | 42.7 | 57.3 | |
| VPTBackbone=MoCo v3, Resolution=224x2242025.04 | 40.4 | 42.6 | 56.5 | |
| E2VPTBackbone=MoCo v3, Resolution=224x2242025.04 | 40.4 | 42.5 | 56.5 | |
| GateVPTBackbone=MoCo v3, Resolution=224x2242025.04 | 39.6 | 41.8 | 55.8 | |
| VPTBackbone=MAE, Resolution=224x2242025.04 | 37.9 | 40.3 | 55.2 | |
| E2VPTBackbone=MAE, Resolution=224x2242025.04 | 37.6 | 40.2 | 55 | |
| GateVPTBackbone=MAE, Resolution=224x2242025.04 | 35.3 | 38.2 | 53.2 |