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ResearchFormerly WizWand

Monocular 3D Human Pose and Mesh Recovery on Human3.6M (test)

28.8PA-MPJPE (mm)Hulk
27.6835.2442.850.36Dec 4, 2023
Updated 8mo ago

Evaluation results

MethodLinks
HulkBackbone=ViT-L, Category=Generalist, Fine-tuned=false2023.1228.840.3
HulkBackbone=ViT-L, Category=Generalist, Fine-tuned=false2023.1228.840.3
Hulk-FTBackbone=ViT-L, Category=Generalist, Fine-tuned=true2023.1230.241.4
Hulk-FTBackbone=ViT-L, Category=Generalist, Fine-tuned=true2023.1230.241.4
HulkBackbone=ViT-B, Category=Generalist, Fine-tuned=false2023.1231.943.6
HulkBackbone=ViT-B, Category=Generalist, Fine-tuned=false2023.1231.943.6
Hulk-FTBackbone=ViT-B, Category=Generalist, Fine-tuned=true2023.123244.9
Hulk-FTBackbone=ViT-B, Category=Generalist, Fine-tuned=true2023.123244.9
CLIFFBackbone=ResNet-50, Category=Specialist2023.1232.747.1
CLIFFBackbone=ResNet-50, Category=Specialist2023.1232.747.1
FastMETROBackbone=HRNet-W64, Category=Specialist2023.1233.752.2
FastMETROBackbone=HRNet-W64, Category=Specialist2023.1233.752.2
MeshGraphormerBackbone=HRNet-W64, Category=Specialist2023.1234.551.2
VisDBBackbone=ResNet-50, Category=Specialist2023.1234.551
MeshGraphormerBackbone=HRNet-W64, Category=Specialist2023.1234.551.2
VisDBBackbone=ResNet-50, Category=Specialist2023.1234.551
MotionBERTBackbone=DSTformer, Category=Pretraining2023.1234.953.8
MotionBERTBackbone=DSTformer, Category=Pretraining2023.1234.953.8
METROBackbone=HRNet-W64, Category=Specialist2023.1236.754
METROBackbone=HRNet-W64, Category=Specialist2023.1236.754
FastMETROBackbone=ResNet-50, Category=Specialist2023.1237.353.9
FastMETROBackbone=ResNet-50, Category=Specialist2023.1237.353.9
PyMAFBackbone=ResNet-50, Category=Specialist2023.1240.557.7
PyMAFBackbone=ResNet-50, Category=Specialist2023.1240.557.7
METROBackbone=ResNet-50, Category=Specialist2023.1240.656.5
METROBackbone=ResNet-50, Category=Specialist2023.1240.656.5
SPINBackbone=ResNet-50, Category=Specialist2023.1241.162.5
I2LMeshNetBackbone=ResNet-50, Category=Specialist2023.1241.155.7
SPINBackbone=ResNet-50, Category=Specialist2023.1241.162.5
I2LMeshNetBackbone=ResNet-50, Category=Specialist2023.1241.155.7
ProHMRBackbone=ResNet-50, Category=Specialist2023.1241.2—
ProHMRBackbone=ResNet-50, Category=Specialist2023.1241.2—
GraphCMRBackbone=ResNet-50, Category=Specialist2023.1250.1—
GraphCMRBackbone=ResNet-50, Category=Specialist2023.1250.1—
HMRBackbone=ResNet-50, Category=Specialist2023.1256.888
HMRBackbone=ResNet-50, Category=Specialist2023.1256.888