Spatio-Temporal Grounding on V-STAR
61.9AccuracyVISD
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| VISD2026.05 | 61.9 | 26.8 | 27.2 | 26.7 | 6.3 | 35.1 | 48.9 | |
| VisionCoach-7BModel Type=Open-source, evaluated_by_authors=true2026.05 | 61.2 | 25.4 | 25.4 | 27.1 | 5.3 | 34.3 | 47.5 | |
| GPT-4oModel Type=Proprietary2026.05 | 60.8 | 16.7 | 12.8 | 6.5 | 3 | 26.8 | 38.2 | |
| Open-o3-Video-7BModel Type=Open-source, evaluated_by_authors=true2026.05 | 60.1 | 25 | 23.6 | 25.6 | 5.6 | 33.4 | 45.8 | |
| Gemini-2-FlashModel Type=Proprietary2026.05 | 53 | 24.5 | 23.8 | 4.6 | 2.2 | 26.9 | 35.6 | |
| LLaVA-VideoModel Type=Open-source2026.05 | 49.5 | 10.5 | 12.2 | 1.9 | 1.3 | 20.8 | 27.3 | |
| InternVL-2.5-8BModel Type=Open-source2026.05 | 44.2 | 8.7 | 7.8 | 0.7 | 0.1 | 17.6 | 24.9 | |
| Video-LLaMA3Model Type=Open-source2026.05 | 41.9 | 23 | 23.1 | 0.9 | 0.2 | 21.7 | 27 | |
| VideoChat2Model Type=Open-source2026.05 | 36.2 | 13.7 | 12.5 | 2.5 | 1 | 17 | 20.3 | |
| Qwen2.5-VL-7BModel Type=Open-source, evaluated_by_authors=true2026.05 | 33.5 | 15.4 | 13.8 | 17 | 2.5 | 19.3 | 22.4 | |
| Oryx-1.5-7BModel Type=Open-source2026.05 | 20.5 | 13.5 | 14.8 | 10.1 | 3.5 | 15.1 | 13.8 | |
| TRACEModel Type=Open-source2026.05 | 17.6 | 19.1 | 17.1 | 0 | 0 | 12 | 13.3 |