Human-Object Interaction Detection on V-COCO standard (test)
64.4AP (Role 1)ParSe
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ParSePT Data=COCO, PTP=OD, Detector=DETR, Backbone=ResNet-1012022.09 | 64.4 | 66.5 | |
| OCNPT Data=COCO, PTP=OD, Detector=DETR, Backbone=ResNet-502022.09 | 64.2 | 66.3 | |
| ParSePT Data=COCO, PTP=OD, Detector=DETR, Backbone=ResNet-502022.09 | 62.5 | 64.8 | |
| RLIP-ParSePT Data=COCO+VG, PTP=RLIP (Init from COCO OD), Detector=DETR, Backbone=ResNet-502022.09 | 61.9 | 64.2 | |
| ParSeDPT Data=COCO, PTP=OD, Detector=DDETR, Backbone=ResNet-502022.09 | 61.8 | 64 | |
| CDNPT Data=COCO, PTP=OD, Detector=DETR, Backbone=ResNet-502022.09 | 61.7 | 63.8 | |
| RLIP-ParSeDPT Data=COCO+VG, PTP=RLIP (Init from COCO OD), Detector=DDETR, Backbone=ResNet-502022.09 | 61.7 | 63.8 | |
| QPICPT Data=COCO, PTP=OD, Detector=DETR, Backbone=ResNet-502022.09 | 58.8 | 61 | |
| HOTRPT Data=COCO, PTP=OD, Detector=DETR, Backbone=ResNet-502022.09 | 55.2 | 64.4 | |
| MDETR-ParSePT Data=GoldG+, PTP=MD, Detector=DETR, Backbone=ResNet-1012022.09 | 53.6 | 56 | |
| RLIP-ParSeDPT Data=VG, PTP=RLIP, Detector=DDETR, Backbone=ResNet-502022.09 | 53.1 | 55 | |
| HOITransformerPT Data=COCO, PTP=OD, Detector=DETR, Backbone=ResNet-502022.09 | 52.9 | — | |
| ParSeDPT Data=VG, PTP=RD, Detector=DDETR, Backbone=ResNet-502022.09 | 51.5 | 53.2 | |
| UnionDetPT Data=COCO, PTP=OD, Detector=RetinaNet, Backbone=R50-FPN2022.09 | 47.5 | 56.2 | |
| ICANPT Data=COCO, PTP=OD, Detector=FRCNN, Backbone=ResNet-502022.09 | 45.3 | 52.4 | |
| GPNNPT Data=COCO, PTP=OD, Detector=FRCNN, Backbone=R152-DCN2022.09 | 44 | — | |
| ParSeDPT Data=VG, PTP=OD, Detector=DDETR, Backbone=ResNet-502022.09 | 41.4 | 43 | |
| InteractNetPT Data=COCO, PTP=OD, Detector=FRCNN, Backbone=R50-FPN2022.09 | 40 | — |