Video Question Answering on MotionBench
53.19ALLSeed 2.0 Pro
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Seed 2.0 ProAccess=Proprietary2026.07 | 53.19 | — | — | — | — | — | — | |
| Gemini 3.0 ProAccess=Proprietary2026.07 | 50.85 | — | — | — | — | — | — | |
| CuReAccess=Open-source2026.07 | 47.86 | — | — | — | — | — | — | |
| KPMMoPE=false, Size=7B2026.02 | 47.41 | 45.09 | 46.41 | 42.07 | 67.05 | 35.22 | 32.98 | |
| KPMMoPE=true, Size=7B2026.02 | 46.57 | 45.06 | 46.33 | 42.05 | 67.02 | 35.15 | 32.9 | |
| QWen2.5-VL-7BSize=7B2026.02 | 46.23 | 45.11 | 45.42 | 42.28 | 66.7 | 36.21 | 33.08 | |
| Qwen3.6-35B-A3BAccess=Open-source2026.07 | 45.02 | — | — | — | — | — | — | |
| Qwen3-VL-235B-A22B-InstructAccess=Open-source2026.07 | 43.18 | — | — | — | — | — | — | |
| Qwen3-VL-30B-A3B-InstructAccess=Open-source2026.07 | 41.02 | — | — | — | — | — | — | |
| OwlCap-7BAccess=Open-source2026.07 | 37.01 | — | — | — | — | — | — | |
| Tarsier2-7BAccess=Open-source2026.07 | 33 | — | — | — | — | — | — |