Motion Question Answering on Skeleton-QA
68.4Temporal MQA AccuracySkeletonLLM
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SkeletonLLMCR-Distill=true2026.03 | 68.4 | 64.7 | 72.5 | 75.8 | 52.36 | 57.2 | |
| SkeletonLLMCR-Distill=false2026.03 | 55.2 | 51.8 | 58.6 | 62.3 | 42.58 | 51.2 | |
| InternVL3-8B2026.03 | 52.8 | 48.3 | 55.2 | 58.7 | 39.24 | 48.5 | |
| MotionLLM2026.03 | 36.7 | 26.3 | 38.5 | 43.2 | 26.72 | 39.2 | |
| MotionGPT2026.03 | 30.5 | 26.3 | 33.2 | 39.8 | 22.36 | 33.5 | |
| SKI-LVLM2026.03 | 28.6 | 24.8 | 31.5 | 37.9 | 20.83 | 34.7 |