Damage Assessment on xBD Moore Tornado upscaled full images v1.0
63.34Average CLIPScoreVRT-YOLOv11-VLM framework
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| VRT-YOLOv11-VLM frameworkVLM model=Qwen3-vl:32b2026.03 | 63.34 | 72.6 | 54.83 | |
| VRT-YOLOv11-VLM frameworkVLM model=Qwen3-vl:8b2026.03 | 62.87 | 70.42 | 51.4 | |
| VRT-YOLOv11-VLM frameworkVLM model=Gemma3:27b2026.03 | 60.02 | 70.69 | 50.23 | |
| VRT-YOLOv11-VLM frameworkVLM model=Gemma3:12b2026.03 | 60.02 | 68.55 | 51.8 |