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Building Damage Assessment on xBD Hurricane Matthew (cropped building images, upscaled)
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58.11
Average CLIPScore
VRT-YOLOv11-VLM framework
54.9068
55.7384
56.57
57.4016
Mar 24, 2026
Average CLIPScore
Maximum CLIPScore
Minimum CLIPScore
Updated 24d ago
Evaluation Results
Method
Method
Links
Average CLIPScore
Maximum CLIPScore
Minimum CLIPScore
VRT-YOLOv11-VLM framework
VLM model=Qwen3-vl:32b
2026.03
58.11
67.3
44.45
VRT-YOLOv11-VLM framework
VLM model=Qwen3-vl:8b
2026.03
58.08
66.38
42.78
VRT-YOLOv11-VLM framework
VLM model=Gemma3:12b
2026.03
56.56
70.24
42.14
VRT-YOLOv11-VLM framework
VLM model=Gemma3:27b
2026.03
55.03
62.44
42.94
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