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Object Detection on DIOR (RE@100 IoU, mAP)

34.68Recall Error @100 (IoU=0.4)ViLD
34.538835.491936.44537.3981Apr 20, 2026

Evaluation results

MethodLinks
ViLDSetting=Zero-Shot Detection (ZSD)2026.0434.6830.8328.3411.55
DeticSetting=Zero-Shot Detection (ZSD)2026.0436.0633.2930.5313.31
DetProSetting=Zero-Shot Detection (ZSD)2026.0436.4234.1531.8215.47
AlignDetSetting=Zero-Shot Detection (ZSD)2026.0437.7534.8131.1915.76
CastDetSetting=Zero-Shot Detection (ZSD)2026.0437.9335.0331.2416.11
HMR-NetSetting=Zero-Shot Detection (ZSD)2026.0438.2134.8431.7616.42