Motion-to-Text Natural Language Generation on M2T 5-task average (final stage)
45.93BLEU-1LoRA-MOE
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| LoRA-MOE2026.06 | 45.93 | 11.26 | 37.15 | 30.77 | 88.96 | |
| Multi-task2026.06 | 41.47 | 9.32 | 34.86 | 14.63 | 86 | |
| O-LORA-MOE2026.06 | 32.57 | 8.22 | 36.43 | 21.52 | 88.81 | |
| O-LoRA-PM2026.06 | 26.78 | 2.39 | 27.88 | 5.54 | 84.89 | |
| Transfer2026.06 | 23.39 | 2.23 | 25.17 | 3.6 | 84.2 | |
| LoRA-MOE-K2K=22026.06 | 1.57 | 0.04 | 3.98 | 0.3 | 76.08 | |
| O-LORA-MOE-K2K=22026.06 | 1.57 | 0.06 | 4.02 | 0.53 | 76.1 |