HOI Detection on HICO-DET
43.23mAP (Rare)RLIPv2-ParSeDA
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| RLIPv2-ParSeDABackbone=Swin-L, Extra Relations=VG+COCO+O365, Evaluation Protocol=Fully-finetuning2023.08 | 43.23 | 45.64 | 45.09 | |
| RLIPv2-ParSeDBackbone=Swin-L, Extra Relations=VG+COCO+O365, Evaluation Protocol=Fully-finetuning2023.08 | 42.76 | 44.67 | 44.23 | |
| RLIPv2-ParSeDABackbone=Swin-T, Extra Relations=VG+COCO+O365, Evaluation Protocol=Fully-finetuning2023.08 | 33.66 | 40.07 | 38.6 | |
| UniVRDBackbone=ViT-H/14+, Extra Relations=-, Evaluation Protocol=Fully-finetuning2023.08 | 31.65 | 39.99 | 38.07 | |
| RLIPv2-ParSeDBackbone=Swin-T, Extra Relations=VG+COCO+O365, Evaluation Protocol=Fully-finetuning2023.08 | 31.44 | 38.51 | 36.89 | |
| QAHOIBackbone=Swin-L*, Extra Relations=-, Evaluation Protocol=Fully-finetuning2023.08 | 29.8 | 37.56 | 35.78 | |
| RLIPv2-ParSeDABackbone=R50, Extra Relations=VG+COCO+O365, Evaluation Protocol=Fully-finetuning2023.08 | 29.61 | 37.1 | 35.38 | |
| GEN-VLKTBackbone=R50, Extra Relations=-, Evaluation Protocol=Fully-finetuning2023.08 | 29.25 | 35.1 | 33.75 | |
| RLIPv2-ParSeDABackbone=Swin-L, Extra Relations=VG+COCO+O365, Evaluation Protocol=Zero-shot (NF)2023.08 | 27.97 | 21.9 | 23.29 | |
| RLIPv2-ParSeDABackbone=R50, Extra Relations=VG+COCO, Evaluation Protocol=Fully-finetuning2023.08 | 27.89 | 35.27 | 33.57 | |
| CDNBackbone=R50, Extra Relations=-, Evaluation Protocol=Fully-finetuning2023.08 | 27.39 | 32.64 | 31.44 | |
| RLIPv2-ParSeDBackbone=R50, Extra Relations=VG+COCO+O365, Evaluation Protocol=Fully-finetuning2023.08 | 27.27 | 35.08 | 33.29 | |
| RLIPv2-ParSeDABackbone=R50, Extra Relations=VG, Evaluation Protocol=Fully-finetuning2023.08 | 27.01 | 35.21 | 33.32 | |
| RLIPv1-ParSeBackbone=R50, Extra Relations=VG, Evaluation Protocol=Fully-finetuning2023.08 | 26.85 | 34.63 | 32.84 | |
| RLIPv2-ParSeDBackbone=Swin-L, Extra Relations=VG+COCO+O365, Evaluation Protocol=Zero-shot (NF)2023.08 | 26.75 | 20.61 | 22.02 | |
| RLIPv2-ParSeDBackbone=R50, Extra Relations=VG+COCO, Evaluation Protocol=Fully-finetuning2023.08 | 26.61 | 33.78 | 32.13 | |
| RLIPv2-ParSeDBackbone=R50, Extra Relations=VG, Evaluation Protocol=Fully-finetuning2023.08 | 26.47 | 33.51 | 31.89 | |
| OCNBackbone=R50, Extra Relations=-, Evaluation Protocol=Fully-finetuning2023.08 | 25.56 | 32.51 | 30.91 | |
| RLIPv1-ParSeDBackbone=R50, Extra Relations=VG, Evaluation Protocol=Fully-finetuning2023.08 | 24.67 | 32.5 | 30.7 | |
| QPICBackbone=R50, Extra Relations=-, Evaluation Protocol=Fully-finetuning2023.08 | 21.85 | 31.23 | 29.07 | |
| RLIPv2-ParSeDABackbone=Swin-T, Extra Relations=VG+COCO+O365, Evaluation Protocol=Zero-shot (NF)2023.08 | 21.24 | 19.47 | 19.87 | |
| RLIPv2-ParSeDBackbone=Swin-T, Extra Relations=VG+COCO+O365, Evaluation Protocol=Zero-shot (NF)2023.08 | 20.34 | 18.27 | 18.75 | |
| RLIPv2-ParSeDABackbone=R50, Extra Relations=VG+COCO+O365, Evaluation Protocol=Zero-shot (NF)2023.08 | 19.64 | 17.24 | 17.79 | |
| HOTRBackbone=R50, Extra Relations=-, Evaluation Protocol=Fully-finetuning2023.08 | 17.34 | 27.42 | 25.1 | |
| RLIPv2-ParSeDBackbone=R50, Extra Relations=VG+COCO+O365, Evaluation Protocol=Zero-shot (NF)2023.08 | 17.21 | 16.84 | 16.93 | |
| RLIPv1-ParSeBackbone=R50, Extra Relations=VG, Evaluation Protocol=Zero-shot (NF)2023.08 | 15.08 | 15.5 | 15.4 | |
| RLIPv2-ParSeDBackbone=R50, Extra Relations=VG+COCO, Evaluation Protocol=Zero-shot (NF)2023.08 | 15.08 | 15.1 | 15.09 | |
| RLIPv2-ParSeDABackbone=R50, Extra Relations=VG+COCO, Evaluation Protocol=Zero-shot (NF)2023.08 | 15 | 16.6 | 16.23 | |
| PPDMBackbone=HG104, Extra Relations=-, Evaluation Protocol=Fully-finetuning2023.08 | 13.97 | 24.32 | 21.94 | |
| RLIPv2-ParSeDABackbone=R50, Extra Relations=VG, Evaluation Protocol=Zero-shot (NF)2023.08 | 13.03 | 14.98 | 14.53 | |
| RLIPv2-ParSeDBackbone=R50, Extra Relations=VG, Evaluation Protocol=Zero-shot (NF)2023.08 | 12.12 | 14.07 | 13.62 | |
| UnionDetBackbone=R50-FPN, Extra Relations=-, Evaluation Protocol=Fully-finetuning2023.08 | 11.72 | 19.33 | 17.58 | |
| RLIPv1-ParSeDBackbone=R50, Extra Relations=VG, Evaluation Protocol=Zero-shot (NF)2023.08 | 11.2 | 14.73 | 13.92 | |
| InteractNetBackbone=R50-FPN, Extra Relations=-, Evaluation Protocol=Fully-finetuning2023.08 | 7.16 | 10.77 | 9.94 |