HOI Detection on HICO-DET v1 (test)
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-ParSeDABackbone=Swin-T, Extra Relations=VG+COCO+O365, Evaluation Protocol=Fully-finetuning2023.08 | 33.66 | 40.07 | 38.6 | |
| UniVRDBackbone=ViT-H/14, Pre-training=LiT + O365 + COCO + HICO, Evaluation Protocol=Fully-finetuning2023.08 | 31.65 | 39.99 | 38.07 | |
| QAHOIBackbone=Swin-L, Resolution=384x384, 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, 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, Evaluation Protocol=Fully-finetuning2023.08 | 27.39 | 32.64 | 31.44 | |
| 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 | |
| OCNBackbone=R50, 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, 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-ParSeDABackbone=R50, Extra Relations=VG+COCO+O365, Evaluation Protocol=Zero-shot (NF)2023.08 | 19.64 | 17.24 | 17.79 | |
| HOTRBackbone=R50, Evaluation Protocol=Fully-finetuning2023.08 | 17.34 | 27.42 | 25.1 | |
| RLIPv1-ParSeBackbone=R50, Extra Relations=VG, Evaluation Protocol=Zero-shot (NF)2023.08 | 15.08 | 15.5 | 15.4 | |
| RLIPv2-ParSeDABackbone=R50, Extra Relations=VG+COCO, Evaluation Protocol=Zero-shot (NF)2023.08 | 15 | 16.6 | 16.23 | |
| PPDMBackbone=HG104, 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 | |
| UnionDetBackbone=R50-FPN, 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, Evaluation Protocol=Fully-finetuning2023.08 | 7.16 | 10.77 | 9.94 |