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ResearchFormerly WizWand

HOI Detection on HICO-DET v1 (test)

43.23mAP (Rare)RLIPv2-ParSeDA
5.717215.456125.19534.9339Aug 18, 2023
Updated 8mo ago

Evaluation results

MethodLinks
RLIPv2-ParSeDABackbone=Swin-L, Extra Relations=VG+COCO+O365, Evaluation Protocol=Fully-finetuning2023.0843.2345.6445.09
RLIPv2-ParSeDABackbone=Swin-T, Extra Relations=VG+COCO+O365, Evaluation Protocol=Fully-finetuning2023.0833.6640.0738.6
UniVRDBackbone=ViT-H/14, Pre-training=LiT + O365 + COCO + HICO, Evaluation Protocol=Fully-finetuning2023.0831.6539.9938.07
QAHOIBackbone=Swin-L, Resolution=384x384, Evaluation Protocol=Fully-finetuning2023.0829.837.5635.78
RLIPv2-ParSeDABackbone=R50, Extra Relations=VG+COCO+O365, Evaluation Protocol=Fully-finetuning2023.0829.6137.135.38
GEN-VLKTBackbone=R50, Evaluation Protocol=Fully-finetuning2023.0829.2535.133.75
RLIPv2-ParSeDABackbone=Swin-L, Extra Relations=VG+COCO+O365, Evaluation Protocol=Zero-shot (NF)2023.0827.9721.923.29
RLIPv2-ParSeDABackbone=R50, Extra Relations=VG+COCO, Evaluation Protocol=Fully-finetuning2023.0827.8935.2733.57
CDNBackbone=R50, Evaluation Protocol=Fully-finetuning2023.0827.3932.6431.44
RLIPv2-ParSeDABackbone=R50, Extra Relations=VG, Evaluation Protocol=Fully-finetuning2023.0827.0135.2133.32
RLIPv1-ParSeBackbone=R50, Extra Relations=VG, Evaluation Protocol=Fully-finetuning2023.0826.8534.6332.84
OCNBackbone=R50, Evaluation Protocol=Fully-finetuning2023.0825.5632.5130.91
RLIPv1-ParSeDBackbone=R50, Extra Relations=VG, Evaluation Protocol=Fully-finetuning2023.0824.6732.530.7
QPICBackbone=R50, Evaluation Protocol=Fully-finetuning2023.0821.8531.2329.07
RLIPv2-ParSeDABackbone=Swin-T, Extra Relations=VG+COCO+O365, Evaluation Protocol=Zero-shot (NF)2023.0821.2419.4719.87
RLIPv2-ParSeDABackbone=R50, Extra Relations=VG+COCO+O365, Evaluation Protocol=Zero-shot (NF)2023.0819.6417.2417.79
HOTRBackbone=R50, Evaluation Protocol=Fully-finetuning2023.0817.3427.4225.1
RLIPv1-ParSeBackbone=R50, Extra Relations=VG, Evaluation Protocol=Zero-shot (NF)2023.0815.0815.515.4
RLIPv2-ParSeDABackbone=R50, Extra Relations=VG+COCO, Evaluation Protocol=Zero-shot (NF)2023.081516.616.23
PPDMBackbone=HG104, Evaluation Protocol=Fully-finetuning2023.0813.9724.3221.94
RLIPv2-ParSeDABackbone=R50, Extra Relations=VG, Evaluation Protocol=Zero-shot (NF)2023.0813.0314.9814.53
UnionDetBackbone=R50-FPN, Evaluation Protocol=Fully-finetuning2023.0811.7219.3317.58
RLIPv1-ParSeDBackbone=R50, Extra Relations=VG, Evaluation Protocol=Zero-shot (NF)2023.0811.214.7313.92
InteractNetBackbone=R50-FPN, Evaluation Protocol=Fully-finetuning2023.087.1610.779.94