Hand-Object Interaction Detection on 100DOH (test)
40.05AP @ IoU=0.75Ours
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| OursBackbone=R101, # of Params=48M, Hand Source=Ground Truth2021.10 | 40.05 | 100 | 54.82 | 64.86 | |
| Simple BaselineBackbone=R101, # of Params=47M, Hand Source=Ground Truth2021.10 | 34.51 | 100 | 44.68 | 52.35 | |
| KADBackbone=ResNet-1012024.05 | 31.2 | — | 53.9 | 58.9 | |
| OursBackbone=R101, # of Params=48M, Hand Source=FasterRCNN [29]2021.10 | 29.9 | 89.59 | 53.02 | 57.15 | |
| Seq-VotingBackbone=ResNet-1012024.05 | 29.9 | — | 53 | 57.2 | |
| HOTRBackbone=R50, # of Params=51M, Hand Source=DETR [4]2021.10 | 29.3 | 90.26 | 49.27 | 57.8 | |
| HOTRBackbone=ResNet-502024.05 | 29.3 | — | 49.3 | 57.8 | |
| 100DOH DetectorBackbone=R101, # of Params=47M, Hand Source=FasterRCNN [29]2021.10 | 28.5 | 89.59 | 46.95 | 51.8 | |
| 100DOH-modelBackbone=ResNet-1012024.05 | 28.5 | — | 47 | 51.8 | |
| Simple BaselineBackbone=R101, # of Params=47M, Hand Source=FasterRCNN [29]2021.10 | 28.15 | 89.59 | 44.73 | 47.57 | |
| PPDMBackbone=DLA-342024.05 | 26.9 | — | 45.8 | 53 | |
| PPDMBackbone=DLA34, # of Params=21M, Hand Source=CenterNet [39]2021.10 | 26.89 | 89.64 | 45.8 | 53.04 |