Action score prediction on FitnessAQA
76.8F1 (OK)LVDR
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| LVDRvariant=∆ Diffusion2026.06 | 76.8 | 49.7 | 72.5 | 92 | |
| LVDR2026.06 | 74.7 | 81.8 | 81.3 | 92 | |
| MAGR2026.06 | 56.4 | 35.7 | 79.6 | 15.7 | |
| MAGR++2026.06 | 48.5 | 2.2 | 81.8 | 0 | |
| Qwen-2.5-VL-7B2026.06 | 40.4 | 8.2 | 0 | 0 | |
| LLaVA-Video2026.06 | 39.2 | 53.3 | 79.5 | 25.7 | |
| Gemini 2.52026.06 | 10.5 | 12.8 | 51.3 | 17 | |
| GPT-4o2026.06 | 0 | 4.6 | 0 | 0 |