motion-to-text translation on KIT-ML (test)
56.8BLEU@1MLP-GRU
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| MLP-GRUSegmentation=Yes2023.10 | 56.8 | — | — | — | — | 25.4 | — | 125.7 | 42.1 | 58.8 | |
| MoMat-MoGen2023.12 | 53.88 | 0.41 | — | 0.765 | 2.647 | 22.91 | 50.63 | 71.06 | 46.13 | — | |
| TM2TSegmentation=No2023.10 | 46.7 | — | — | — | — | 18.4 | — | 44.2 | 23 | 79.5 | |
| TM2Tmotion tokens=true2022.07 | 46.7 | 0.359 | 0.561 | 0.668 | 3.298 | 18.4 | 44.2 | 79.5 | 23 | — | |
| TM2Tmotion tokens=false2022.07 | 42.8 | 0.284 | 0.466 | 0.595 | 3.979 | 14.7 | 39.9 | 60.1 | 18.9 | — | |
| MotionGPT2023.12 | 40.51 | 0.392 | — | 0.723 | 3.341 | 6.59 | 38.79 | 12.32 | 24.5 | — | |
| TM2T2023.12 | 36.42 | 0.359 | — | 0.668 | 3.298 | 7.98 | 31.26 | 25.29 | 20.07 | — | |
| Seq2Seq(Att)2022.07 | 34.3 | 0.293 | 0.45 | 0.555 | 4.455 | 9.3 | 36.3 | 37.3 | 5.3 | — | |
| RAEs2022.07 | 30.6 | 0.034 | 0.063 | 0.106 | 9.364 | 0.1 | 25.7 | 8 | 0.4 | — | |
| SeqGAN2022.07 | 3.12 | 0.109 | 0.345 | 0.425 | 6.283 | 5.2 | 32.4 | 29.5 | 2.2 | — | |
| Real2023.12 | — | 0.399 | — | 0.793 | 2.772 | — | — | — | — | — | |
| Real Desc2022.07 | — | 0.399 | 0.618 | 0.793 | 2.772 | — | — | — | — | — |