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Visible Defect Detection on Visible tunnel defect dataset

87PrecisionRT-DETRv4-X
58.9266.2173.580.79Apr 30, 2026

Evaluation results

MethodLinks
RT-DETRv4-XType=Training-based2026.04878385
YOLOv12-XType=Training-based2026.04848283
TunnelMINDType=Training-free2026.04686768
Rex-OmniType=Training-free2026.04635961
Qwen3-VL-4BType=Training-free2026.04615457
GroundingDINOType=Training-free2026.04605356