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HOI Detection on HICO-DET (Default & Known Objects Settings)

44.32mAP (Default Full)PViC†
13.660821.620429.5837.5396Oct 26, 2024

Evaluation results

MethodLinks
PViC†Backbone=Swin-L, VL Pretrain=-, detector=H-Deform-DETR [95]2024.1044.3244.6144.2447.8148.3847.64
DIFFUSIONHOIBackbone=ViT-L, VL Pretrain=Stable unCLIP2024.1042.5442.9542.3544.9145.1844.83
ADA-CMBackbone=ViT-L, VL Pretrain=CLIP2024.1038.437.5238.66———
DIFFUSIONHOIBackbone=VQGAN, VL Pretrain=Stable Diffusion2024.1038.1238.9337.8440.9342.8740.04
RmLRBackbone=R101, VL Pretrain=MobileBERT2024.1037.4128.8139.9738.6931.2740.91
ViPLOBackbone=ViT-B, VL Pretrain=CLIP2024.1037.2235.4537.7540.6138.8241.15
AGERBackbone=R50, VL Pretrain=CLIP2024.1036.7533.5337.7139.8435.5840.2
CQLBackbone=R50, VL Pretrain=CLIP2024.1035.3632.9736.0738.4334.8539.5
MCPCBackbone=R50, VL Pretrain=-2024.1035.1533.7135.5837.5635.8738.06
GEN-VLKBackbone=R101, VL Pretrain=CLIP2024.1034.9531.1836.0838.2234.3639.37
PViCBackbone=R50, VL Pretrain=-2024.1034.6932.1435.4538.1435.3838.97
HOICLIPBackbone=R50, VL Pretrain=CLIP2024.1034.6931.1235.7437.6134.4738.54
IwinBackbone=R101, VL Pretrain=-2024.1032.7927.8435.435.8428.7436.09
UPTBackbone=R101, VL Pretrain=-2024.1032.6228.6233.8136.0831.4137.47
STIPBackbone=R50, VL Pretrain=-2024.1032.2228.1533.4335.2931.4336.45
CDNBackbone=R101, VL Pretrain=-2024.1032.0727.1933.5334.7929.4836.38
QPICBackbone=R101, VL Pretrain=-2024.1029.923.9231.6932.3826.0634.27
CPChoiBackbone=R50, VL Pretrain=-2024.1029.6323.1431.57———
HOTRBackbone=R50, VL Pretrain=-2024.1023.4616.2125.6———
PPDMBackbone=HG104, VL Pretrain=-2024.1021.7313.7824.124.5816.6526.84
ICANBackbone=R50, VL Pretrain=-2024.1014.8410.4516.1516.2611.3317.73