General Video Understanding on TVBench
71.5AccuracySeed1.8
Evaluation results
| Method | Links | |
|---|---|---|
| Seed1.82026.03 | 71.5 | |
| Gemini-3-Pro2026.03 | 71.1 | |
| Gemini 2.5 Pro2026.03 | 67.4 | |
| Seed-1.5-VL2026.03 | 66.6 | |
| Gemini 2.5 ProModel Class=Closed-source Models2026.06 | 59.9 | |
| Gemini 3 ProModel Class=Closed-source Models2026.06 | 56.8 | |
| Molmo2-8B + MotionAtlas-DataModel Class=Open-source Models, Training Data=MotionAtlas-Data2026.06 | 54.8 | |
| Molmo2-8BModel Class=Open-source Models2026.06 | 54.1 | |
| GPT-5.2Model Class=Closed-source Models2026.06 | 53.8 | |
| Qwen3-VL-8B + MotionAtlas-DataModel Class=Open-source Models, Training Data=MotionAtlas-Data2026.06 | 52.9 | |
| Molmo2-4B + MotionAtlas-DataModel Class=Open-source Models, Training Data=MotionAtlas-Data2026.06 | 52.1 | |
| Qwen3-VL-8BModel Class=Open-source Models2026.06 | 51.4 | |
| Qwen3-VL-4B + MotionAtlas-DataModel Class=Open-source Models, Training Data=MotionAtlas-Data2026.06 | 51.2 | |
| Molmo2-4BModel Class=Open-source Models2026.06 | 50.6 | |
| Qwen3-VL-4BModel Class=Open-source Models2026.06 | 47.2 | |
| MECoT2025.12 | 45.42 | |
| LV-OV2025.12 | 45.29 |