Group Motion Generation on DnD Group Gesture (test)
108.7Root Error (mm)PolySLGen
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| PolySLGenRuns=52026.04 | 108.7 | 144.9 | 12.18 | 113.32 | — | |
| PolySLGen2026.04 | 108.7 | 144.9 | 12.18 | 113.32 | 0.007 | |
| LLM + ConvoFusionRuns=52026.04 | 125.7 | 170.1 | 18.57 | 72.45 | — | |
| LLM + ConvoFusion2026.04 | 125.7 | 170.1 | 18.57 | 72.45 | — | |
| Motion Forecast2026.04 | 127 | 153.8 | 13.93 | 125.53 | — | |
| NN cond.Runs=52026.04 | 134.7 | 187.7 | 16.36 | 105.42 | — | |
| NN cond.2026.04 | 134.7 | 187.7 | 16.36 | 105.42 | 0.023 | |
| RandomRuns=52026.04 | 140.4 | 200.4 | 17.82 | 120.46 | — | |
| Random2026.04 | 140.4 | 200.4 | 17.82 | 120.46 | 0.018 | |
| LM-L2L AdaptedRuns=52026.04 | 185.2 | 187.6 | 17.22 | 116.36 | — | |
| LM-L2L Adapted2026.04 | 185.2 | 187.6 | 17.22 | 116.36 | — | |
| SOLAMIRuns=52026.04 | 188.6 | 180.9 | 14.86 | 100.13 | — | |
| SOLAMILoRA fine-tuning=true, pre-training=false2026.04 | 188.6 | 180.9 | 14.86 | 100.13 | 0.061 |