Action Score Prediction on EgoExo4D
0.88Spearman CorrelationLVDR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LVDR2026.06 | 0.88 | 1.69 | |
| LVDRvariant=Δ Diffusion2026.06 | 0.83 | 2.6 | |
| MAGR2026.06 | 0.73 | 10.14 | |
| MAGR++2026.06 | 0.71 | 4.17 | |
| Gemini 2.52026.06 | 0.61 | 5.57 | |
| GPT-4o2026.06 | 0.54 | 11.87 | |
| Qwen-2.5-VL-7B2026.06 | 0.46 | 44.26 | |
| FineParser2026.06 | 0.41 | 29.36 | |
| LLaVA-Video2026.06 | 0.21 | 16.93 |