Video Text Visual Question Answering on RoadTextVQA (val)
78.97AccuracyVTAgent
Evaluation results
| Method | Links | ||
|---|---|---|---|
| VTAgentYear=-2026.05 | 78.97 | 84.36 | |
| SFAYear=20252026.05 | 61.18 | 67.28 | |
| Qwen3-VL-8BYear=20252026.05 | 53.38 | 61.16 | |
| Qwen2.5-VL-7BYear=20252026.05 | 50.33 | 58.38 | |
| GAT-LargeYear=20252026.05 | 50.23 | 58.12 | |
| NVILAYear=20252026.05 | 49.98 | 57.22 | |
| TEA-LargeYear=20252026.05 | 48.14 | 54.85 | |
| Qwen2-VL-7BYear=20242026.05 | 47.23 | 55.34 | |
| GAT-BaseYear=20252026.05 | 46.54 | 53.78 | |
| TEA-BaseYear=20252026.05 | 44.43 | 51.69 | |
| Qwen3-VL-8B-ThinkingYear=20252026.05 | 43.86 | 53.09 | |
| InternVideo2.5-8BYear=20252026.05 | 41.96 | 49.05 | |
| Video-LLaVAYear=20242026.05 | 30.82 | 40.92 | |
| VideoLLaMA2Year=20242026.05 | 25.11 | 36.53 |