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ResearchFormerly WizWand

Hand Instance Segmentation on HaDR (test)

10.4PDQmaxMask R-CNN
-0.4162.3925.28.008Apr 12, 2023
Updated 8mo ago

Evaluation results

MethodLinks
Mask R-CNNTraining Dataset=EgoHands, Backbone=ResNet101, Input Modality=RGB2023.0410.40.921.425.3
SOLOv2Training Dataset=EgoHands, Backbone=ResNet50, Input Modality=RGB2023.0410.250.57526.429.9
SOLOv2Training Dataset=EgoHands, Backbone=ResNet101, Input Modality=RGB2023.049.750.522.925
Mask R-CNNTraining Dataset=RHD, Backbone=ResNet101, Input Modality=RGB-D2023.048.390.97516.917.8
Mask R-CNNTraining Dataset=ObMan, Backbone=ResNet50, Input Modality=RGB-D2023.047.980.97518.721.7
SOLOv2Training Dataset=RHD, Backbone=ResNet101, Input Modality=RGB-D2023.047.940.67515.716.8
Mask R-CNNTraining Dataset=ObMan, Backbone=ResNet101, Input Modality=RGB-D2023.047.860.9520.622.7
Mask R-CNNTraining Dataset=RHD, Backbone=ResNet50, Input Modality=RGB-D2023.047.750.97516.517.5
Mask R-CNNTraining Dataset=EgoHands, Backbone=ResNet50, Input Modality=RGB2023.047.420.9516.117.4
SOLOv2Training Dataset=ObMan, Backbone=ResNet50, Input Modality=RGB-D2023.046.060.4513.816.5
SOLOv2Training Dataset=RHD, Backbone=ResNet50, Input Modality=RGB-D2023.045.910.7251314.8
SOLOv2Training Dataset=ObMan, Backbone=ResNet101, Input Modality=RGB-D2023.045.350.37513.516
SOLOv2Training Dataset=HandSeg, Backbone=ResNet101, Input Modality=Depth2023.041.940.4566.9
Mask R-CNNTraining Dataset=HandSeg, Backbone=ResNet101, Input Modality=Depth2023.041.580.9251.71.8
Mask R-CNNTraining Dataset=HandSeg, Backbone=ResNet50, Input Modality=Depth2023.041.470.9751.82
SOLOv2Training Dataset=HandSeg, Backbone=ResNet50, Input Modality=Depth2023.041.040.353.53.9
Mask R-CNNTraining Dataset=DenseHands, Backbone=ResNet50, Input Modality=Depth2023.040.610.9758.49.3
Mask R-CNNTraining Dataset=DenseHands, Backbone=ResNet101, Input Modality=Depth2023.040.340.9752.72.9
SOLOv2Training Dataset=DenseHands, Backbone=ResNet101, Input Modality=Depth2023.040.010.2250.80.8
SOLOv2Training Dataset=DenseHands, Backbone=ResNet50, Input Modality=Depth2023.04000.90.9