3D Human Motion Prediction on 3DPW (test)
12MPJPE (mm)LTD-10-10
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| LTD-10-10Time=80ms2022.07 | 12 | — | — | — | — | — | — | — | — | |
| SIMLPETime=80ms2022.07 | 12.1 | — | — | — | — | — | — | — | — | |
| LTD-10-25Time=80ms2022.07 | 12.6 | — | — | — | — | — | — | — | — | |
| HisrepTime=80ms2022.07 | 12.6 | — | — | — | — | — | — | — | — | |
| convSeq2SeqTime=80ms2022.07 | 18.8 | — | — | — | — | — | — | — | — | |
| LTD-10-10Time=160ms2022.07 | 22 | — | — | — | — | — | — | — | — | |
| SIMLPETime=160ms2022.07 | 22.1 | — | — | — | — | — | — | — | — | |
| HisrepTime=160ms2022.07 | 23.1 | — | — | — | — | — | — | — | — | |
| LTD-10-25Time=160ms2022.07 | 23.2 | — | — | — | — | — | — | — | — | |
| convSeq2SeqTime=160ms2022.07 | 32.9 | — | — | — | — | — | — | — | — | |
| SIMLPETime=320ms2022.07 | 38.1 | — | — | — | — | — | — | — | — | |
| LTD-10-10Time=320ms2022.07 | 38.9 | — | — | — | — | — | — | — | — | |
| HisrepTime=320ms2022.07 | 39 | — | — | — | — | — | — | — | — | |
| LTD-10-25Time=320ms2022.07 | 39.7 | — | — | — | — | — | — | — | — | |
| SIMLPETime=400ms2022.07 | 44.5 | — | — | — | — | — | — | — | — | |
| HisrepTime=400ms2022.07 | 45.4 | — | — | — | — | — | — | — | — | |
| LTD-10-10Time=400ms2022.07 | 46.2 | — | — | — | — | — | — | — | — | |
| LTD-10-25Time=400ms2022.07 | 46.6 | — | — | — | — | — | — | — | — | |
| convSeq2SeqTime=320ms2022.07 | 52 | — | — | — | — | — | — | — | — | |
| SIMLPETime=560ms2022.07 | 54.9 | — | — | — | — | — | — | — | — | |
| HisrepTime=560ms2022.07 | 56 | — | — | — | — | — | — | — | — | |
| LTD-10-25Time=560ms2022.07 | 57.9 | — | — | — | — | — | — | — | — | |
| convSeq2SeqTime=400ms2022.07 | 58.8 | — | — | — | — | — | — | — | — | |
| LTD-10-10Time=560ms2022.07 | 59.1 | — | — | — | — | — | — | — | — | |
| SIMLPETime=720ms2022.07 | 62.4 | — | — | — | — | — | — | — | — | |
| HisrepTime=720ms2022.07 | 63.6 | — | — | — | — | — | — | — | — | |
| LTD-10-25Time=720ms2022.07 | 65.8 | — | — | — | — | — | — | — | — | |
| SIMLPETime=880ms2022.07 | 68.2 | — | — | — | — | — | — | — | — | |
| LTD-10-10Time=720ms2022.07 | 69.1 | — | — | — | — | — | — | — | — | |
| convSeq2SeqTime=560ms2022.07 | 69.4 | — | — | — | — | — | — | — | — | |
| HisrepTime=880ms2022.07 | 69.7 | — | — | — | — | — | — | — | — | |
| LTD-10-25Time=880ms2022.07 | 71.5 | — | — | — | — | — | — | — | — | |
| SIMLPETime=1000ms2022.07 | 72.2 | — | — | — | — | — | — | — | — | |
| HisrepTime=1000ms2022.07 | 73.7 | — | — | — | — | — | — | — | — | |
| LTD-10-25Time=1000ms2022.07 | 75.5 | — | — | — | — | — | — | — | — | |
| LTD-10-10Time=880ms2022.07 | 76.5 | — | — | — | — | — | — | — | — | |
| convSeq2SeqTime=720ms2022.07 | 77 | — | — | — | — | — | — | — | — | |
| LTD-10-10Time=1000ms2022.07 | 81.1 | — | — | — | — | — | — | — | — | |
| convSeq2SeqTime=880ms2022.07 | 83.6 | — | — | — | — | — | — | — | — | |
| convSeq2SeqTime=1000ms2022.07 | 87.8 | — | — | — | — | — | — | — | — | |
| convSeq2Seqtraining_dataset=AMASS2021.10 | — | 18.8 | 32.9 | 52 | 58.8 | 69.4 | 77 | 83.6 | 87.8 | |
| DCT-RNN-GCNtraining_dataset=AMASS2021.10 | — | 12.6 | 23.1 | 39 | 45.4 | 56 | 63.6 | 69.7 | 73.7 | |
| LTDvariant=10-10, training_dataset=AMASS2021.10 | — | 12 | 22 | 38.9 | 46.2 | 59.1 | 69.1 | 76.5 | 81.1 | |
| LTDvariant=10-25, training_dataset=AMASS2021.10 | — | 12.6 | 23.2 | 39.7 | 46.6 | 57.9 | 65.8 | 71.5 | 75.5 | |
| STS-GCNtraining_dataset=AMASS2021.10 | — | 8.6 | 12.8 | 21 | 24.5 | 30.4 | 35.7 | 39.6 | 42.3 |