Human Motion Prediction on AMASS BMLrub
10.2MPJPE (80ms)GCNext
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| GCNexttrained on=AMASS2023.12 | 10.2 | 19.3 | 34.1 | 40.3 | 50.6 | 57.3 | 62 | 65.3 | |
| LTD-10-102023.04 | 10.3 | 19.3 | 36.6 | 44.6 | 61.5 | 75.9 | 86.2 | 91.2 | |
| Graph-Guided Mixer2023.04 | 10.4 | 19.1 | 38.9 | 40.2 | 50.1 | 56.6 | 61.9 | 65.4 | |
| siMLPe2023.04 | 10.8 | 19.6 | 34.3 | 40.5 | 50.5 | 57.3 | 62.4 | 65.7 | |
| siMLPetrained on=AMASS2023.12 | 10.8 | 19.6 | 34.3 | 40.5 | 50.5 | 57.3 | 62.4 | 65.7 | |
| LTD-10-252023.04 | 11 | 20.7 | 37.8 | 45.3 | 57.2 | 65.7 | 71.3 | 75.2 | |
| LTDtrained on=AMASS2023.12 | 11 | 20.7 | 37.8 | 45.3 | 57.2 | 65.7 | 71.3 | 75.2 | |
| HisRep2023.04 | 11.3 | 20.7 | 35.7 | 42 | 51.7 | 58.6 | 63.4 | 67.2 | |
| Motion Attention2023.09 | 11.3 | 20.7 | 35.7 | 42 | 51.7 | 58.6 | 63.4 | 67.2 | |
| HisReptrained on=AMASS2023.12 | 11.3 | 20.7 | 35.7 | 42 | 51.7 | 58.6 | 63.4 | 67.2 | |
| STS-GCN2023.09 | 13.6 | 25.3 | 44.6 | 52.7 | 61.2 | 72.4 | 78.6 | 84 | |
| AnyPose22023.09 | 15.1 | 24.5 | 49.9 | 58.1 | 68.2 | 78 | 88.1 | 97.6 | |
| AnyPose12023.09 | 18.5 | 26.5 | 55.7 | 63.8 | 69.8 | 76.6 | 85.4 | 91.7 | |
| convSeq2Seq2023.04 | 20.6 | 36.9 | 59.7 | 67.6 | 79 | 87 | 91.5 | 93.5 | |
| Res. Sup.2023.09 | 20.6 | 39.6 | 59.7 | 67.6 | 79 | 87 | 91.5 | 93.5 | |
| convSeq2Seq2023.09 | 20.6 | 39.6 | 59.7 | 67.6 | 79 | 87 | 91.5 | 93.5 |