Motion Captioning 벤치마크
Motion Captioning on KIT Motion-Language
BLEU-4
- 2022-07-04 — TM2T: BLEU-4 18.4
- 2023-10-11 — ST-MLP: BLEU-4 24.4
- 2023-10-16 — MLP+GRU: BLEU-4 25.4
| Rank | Model | BLEU-4 | BERTScore | Paper | Code | Year |
|---|---|---|---|---|---|---|
| 1 | MLP+GRU | 25.4 | 42.1 | Motion2Language, unsupervised learning of synchronized semantic motion segmentation | rd20karim/M2T-Segmentation | 2023 |
| 2 | ST-MLP | 24.4 | 41.2 | Guided Attention for Interpretable Motion Captioning | rd20karim/m2t-interpretable | 2023 |
| 3 | TM2T | 18.4 | 23.0 | TM2T: Stochastic and Tokenized Modeling for the Reciprocal Generation of 3D Human Motions and Texts | EricGuo5513/TM2T | 2022 |