Video Captioning on VCapsBench
76.53ARSeed 2.0 Pro
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Seed 2.0 Pro2026.05 | 76.53 | 13.39 | 88.36 | |
| VCapstage=e22026.05 | 72.15 | 13.67 | 83.57 | |
| VCapstage=e12026.05 | 71.34 | 14.01 | 82.96 | |
| Gemini 3.0 ProCategory=Proprietary2026.07 | 70.29 | 15.44 | 83.13 | |
| CuReCategory=Open-source2026.07 | 67.77 | 13.78 | 78.6 | |
| Gemini 3.1 Pro2026.05 | 65.91 | 11.68 | 74.62 | |
| Qwen3.5-397B2026.05 | 65.68 | 12.05 | 74.68 | |
| Qwen3-VL-235B-A22B-InstructCategory=Open-source2026.07 | 64.8 | 16.09 | 77.23 | |
| Qwen3-VL-235B-Instr2026.05 | 64.64 | 12.35 | 73.75 | |
| Qwen3-VL-8B-Instr2026.05 | 63.28 | 11.77 | 71.73 | |
| Qwen3-VL-30B-A3B-InstructCategory=Open-source2026.07 | 61.26 | 14.3 | 71.49 | |
| Qwen2.5-VL-72B-InstructCategory=Open-source2026.07 | 61.2 | 16.02 | 67.81 | |
| Seed 2.0 ProCategory=Proprietary2026.07 | 60.37 | 14.59 | 70.68 | |
| InternVL3.5-30B-A3BCategory=Open-source2026.07 | 56.85 | 17.43 | 68.86 | |
| LLaVA-Video-7BCategory=Open-source2026.07 | 45.11 | 17.46 | 54.65 | |
| OwlCap-7BCategory=Open-source2026.07 | 43.82 | 15.79 | 52.04 | |
| Tarsier2-7BCategory=Open-source2026.07 | 38.51 | 13.89 | 44.73 |