Damage Assessment on xBD Matthew Hurricane upscaled full images v1.0
62.42Average CLIPScoreVRT-YOLOv11-VLM framework
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| VRT-YOLOv11-VLM frameworkVLM model=Qwen3-vl:32b2026.03 | 62.42 | 81.04 | 50.18 | |
| VRT-YOLOv11-VLM frameworkVLM model=Qwen3-vl:8b2026.03 | 62.17 | 77.56 | 51.6 | |
| VRT-YOLOv11-VLM frameworkVLM model=Gemma3:27b2026.03 | 58.18 | 67.72 | 47.19 | |
| VRT-YOLOv11-VLM frameworkVLM model=Gemma3:12b2026.03 | 57.06 | 67.96 | 44.82 |