Online Action Segmentation on HOI4D
80.35AccuracyP4Transformer + DiMP
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| P4Transformer + DiMPVenue=This Paper, Sequence length=150 frames, Clips/s=27.3 (+0.7)2026.05 | 80.35 | 82.19 | 84.77 | 83.21 | 73.5 | |
| 4DMAPVenue=WACV26, Sequence length=150 frames, Clips/s=31.82026.05 | 72.4 | 78.7 | 78.8 | 74.8 | 63.6 | |
| NSM4D (600 frames)Venue=arXiv23, Sequence length=600 frames2026.05 | 71.3 | 68 | 72.1 | 68.1 | 56.5 | |
| P4MambaVenue=WACV26, Sequence length=150 frames, Clips/s=33.42026.05 | 71 | 78.5 | 77.8 | 73.4 | 61.5 | |
| PointNet4DVenue=WACV26, Sequence length=150 frames, Clips/s=31.82026.05 | 70.3 | 72.3 | 73.7 | 69.1 | 57.2 | |
| PPTrVenue=ECCV22, Sequence length=150 frames2026.05 | 69.7 | 64.5 | 69.4 | 64.8 | 52.9 | |
| NSM4DVenue=arXiv23, Sequence length=150 frames2026.05 | 67.8 | 63.2 | 68 | 63.7 | 51.9 | |
| P4TransformerVenue=CVPR21, Sequence length=150 frames, Clips/s=26.62026.05 | 66.7 | 62 | 65.3 | 59.8 | 46.3 | |
| PointNet++Venue=CVPR17, Sequence length=150 frames, Clips/s=35.82026.05 | 50.8 | 40.2 | 42.6 | 35.3 | 23.5 |