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Multi-Label Classification on Visual Genome VG256 (test)

50.9mAPML-VPT
34.67638.88843.147.312Apr 14, 2025

Evaluation results

MethodLinks
ML-VPTBackbone=DINOv2/B, Resolution=224x2242025.0450.951.764.1
VPTBackbone=DINOv2/B, Resolution=224x2242025.0449.350.362.9
E2VPTBackbone=DINOv2/B, Resolution=224x2242025.0449.250.362.9
GateVPTBackbone=DINOv2/B, Resolution=224x2242025.0448.649.762.4
ML-VPTBackbone=DINOv2/S, Resolution=224x2242025.0447.748.761.9
ML-VPTBackbone=ViT-B-21k, Resolution=224x2242025.0447.648.661.2
VPTBackbone=ViT-B-21k, Resolution=224x2242025.044647.460.2
E2VPTBackbone=ViT-B-21k, Resolution=224x2242025.044647.460.1
GateVPTBackbone=ViT-B-21k, Resolution=224x2242025.0445.446.859.5
VPTBackbone=DINOv2/S, Resolution=224x2242025.0445.246.760.2
E2VPTBackbone=DINOv2/S, Resolution=224x2242025.0445.146.760.1
GateVPTBackbone=DINOv2/S, Resolution=224x2242025.0444.345.959.3
ML-VPTBackbone=ViT-B, Resolution=224x2242025.0444.245.858.8
VPTBackbone=ViT-B, Resolution=224x2242025.0442.24457.5
E2VPTBackbone=ViT-B, Resolution=224x2242025.0442.244.257.6
GateVPTBackbone=ViT-B, Resolution=224x2242025.0441.14356.5
ML-VPTBackbone=MoCo v3, Resolution=224x2242025.044143.157.1
ML-VPTBackbone=MAE, Resolution=224x2242025.0440.542.757.3
VPTBackbone=MoCo v3, Resolution=224x2242025.0440.442.656.5
E2VPTBackbone=MoCo v3, Resolution=224x2242025.0440.442.556.5
GateVPTBackbone=MoCo v3, Resolution=224x2242025.0439.641.855.8
VPTBackbone=MAE, Resolution=224x2242025.0437.940.355.2
E2VPTBackbone=MAE, Resolution=224x2242025.0437.640.255
GateVPTBackbone=MAE, Resolution=224x2242025.0435.338.253.2