Motion Question Answering on HuMMan-QA
82.4Overall AccuracyFiGMo
Evaluation results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| FiGMoMotion representation=3D, Fine-tuning protocol=fine-tuned on HuMMan-QA2026.06 | 82.4 | 84.1 | 77 | 82.8 | 90 | 100 | 100 | 100 | 78.2 | 69.6 | 78.1 | 100 | |
| FiGMoMotion representation=2D, Fine-tuning protocol=fine-tuned on HuMMan-QA2026.06 | 79.2 | 80.8 | 71.6 | 79.5 | 80 | 100 | 100 | 100 | 75.3 | 65.2 | 76.7 | 100 | |
| IMoRe IIFine-tuning protocol=fine-tuned on HuMMan-QA2026.06 | 73 | 74.6 | 64.8 | 73.9 | 81.3 | 100 | 100 | 100 | 71.7 | 63.6 | 70.3 | 86.1 | |
| IMoRe IFine-tuning protocol=fine-tuned on HuMMan-QA2026.06 | 71.9 | 74.4 | 65.2 | 73.4 | 85.4 | 100 | 100 | 100 | 66.5 | 60.9 | 64.7 | 88.9 | |
| NSPoseFine-tuning protocol=fine-tuned on HuMMan-QA2026.06 | 69.1 | 70 | 68.6 | 61 | 72.9 | 82.2 | 42.5 | 83.3 | 67.7 | 62 | 63.9 | 83.3 |