Goal Prediction on EgoToM (test)
78.2True RateQwen2.5-VL-7B
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Qwen2.5-VL-7BIntervention Setting=+αΔ2026.03 | 78.2 | 45.9 | 35.4 | |
| Qwen2.5-VL-7BIntervention Setting=Baseline2026.03 | 76.1 | 14.2 | 9.4 | |
| Gemini-2.5-FlashIntervention Setting=Baseline2026.03 | 75.5 | 35.3 | 20.2 | |
| LLaVA-Next-Video-7BIntervention Setting=+αΔ2026.03 | 27.3 | 99.9 | 27.2 | |
| LLaVA-Next-Video-7BIntervention Setting=+αΔ2026.03 | 25.9 | 99.5 | 25.8 | |
| Qwen2.5-VL-7BIntervention Setting=+αΔ2026.03 | 24 | 95.7 | 22.7 | |
| Gemini-2.5-FlashIntervention Setting=Baseline2026.03 | 21.8 | 100 | 21.8 | |
| Qwen2.5-VL-7BIntervention Setting=Baseline2026.03 | 19.2 | 98.9 | 18.6 | |
| LLaVA-Next-Video-7BIntervention Setting=Baseline2026.03 | 14.4 | 99.7 | 14.4 | |
| LLaVA-Next-Video-7BIntervention Setting=Baseline2026.03 | 8.5 | 100 | 8.5 |