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ResearchFormerly WizWand

HOI Detection on HICO-DET (test)

45.1Box mAP (Full)RLIPv2
4.914415.347225.7836.2128Aug 14, 2020Apr 14, 2021Dec 14, 2021Aug 15, 2022Apr 15, 2023Dec 15, 2023Aug 15, 2024
Updated 8mo ago

Evaluation results

MethodLinks
RLIPv2Backbone=Swin-L2024.0845.145.643.2
PVICBackbone=Swin-L2024.0844.344.644.2
FleVRSBackbone=Focal-L2024.0838.13339.5
UniVRDBackbone=ViT-L2024.0837.428.939.9
VIPLOBackbone=ViT-B2024.0837.235.537.8
ERNetBackbone=EfficientNetV2-XL2024.0835.930.138.3
GEN-VLKTBackbone=ResNet-1012024.083531.236.1
MURENBackbone=ResNet-502024.0832.928.734.1
RLIPBackbone=ResNet-50, Training Data=VG+COCO2024.0832.826.934.6
UPTBackbone=ResNet-1012024.0832.628.633.8
STIPBackbone=ResNet-502024.0832.228.233.4
CDNBackbone=ResNet-1012024.0832.127.233.5
SCGBackbone=ResNet-502024.0831.324.733.3
QPICBackbone=ResNet-1012024.0829.92331.7
ConsNet-FBackbone=R-50-FPN2020.0825.9419.3527.91
HOTRBackbone=ResNet-502024.0825.117.327.4
ConsNetBackbone=R-50-FPN2020.0822.1517.5523.52
Bansal et al.Backbone=R-1012020.0821.9616.4323.62
PPDMBackbone=H-1042020.0821.7313.7824.1
VSGNetBackbone=R-1522020.0819.816.0520.91
IP-NetBackbone=H-1042020.0819.5612.7921.58
Peyre et al.Backbone=R-50-FPN2020.0819.415.420.75
HOIDBackbone=R-50-FPN2020.0817.8512.8519.34
PMFNetBackbone=R-50-FPN2020.0817.4615.6518
TIN-RP_T2C_DBackbone=R-502020.0817.2213.5118.32
Gupta et al.Backbone=R-1522020.0817.1812.1718.68
Wang et al.Backbone=R-50-FPN2020.0816.2411.1617.75
iCANBackbone=R-502020.0814.8410.4516.15
GPNNBackbone=DCN2020.0813.119.3414.23
InteractNetBackbone=R-50-FPN2020.089.947.1610.77
HO-RCNNBackbone=CaffeNet2020.087.815.378.54
Shen et al.Backbone=VGG-192020.086.464.247.12