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ResearchFormerly WizWand

Object Detection on NWPU 2024 (test)

76.04AP (bbox)LEVIRDetNet
20.285634.760349.23563.7097Jun 24, 2026
Updated 4mo ago

Evaluation results

MethodLinks
LEVIRDetNetEvaluation Protocol=Direct-transfer2026.0676.0493.0885.09
DEIMv2 (DINOv3 + ViT-Base)Backbone=ViT-Base, Pre-training=DINOv3, Evaluation Protocol=Target-supervised2026.0673.697.1886.4
DEIMv2 (DINOv3 + CNN)Backbone=CNN, Pre-training=DINOv3, Evaluation Protocol=Target-supervised2026.0672.0994.782.69
DynamicVis-largeEvaluation Protocol=Target-supervised2026.0669.193.180.8
DynamicVis-baseEvaluation Protocol=Target-supervised2026.0668.590.879.6
HrNetEvaluation Protocol=Target-supervised2026.0667.8191.7779.23
RTMDetEvaluation Protocol=Target-supervised2026.0667.0191.8277.93
DINOEvaluation Protocol=Target-supervised2026.0666.0687.5674.74
YOLOXEvaluation Protocol=Target-supervised2026.0665.8192.0275.41
YOLOv12xEvaluation Protocol=Target-supervised2026.0665.0188.8174.13
Faster R-CNNEvaluation Protocol=Target-supervised, Reference=[30]2026.0663.290.8474.72
TridentNetEvaluation Protocol=Target-supervised2026.0662.791.7170.51
Fast R-CNNEvaluation Protocol=Target-supervised2026.0660.1489.7770.11
SSDEvaluation Protocol=Target-supervised2026.0659.8691.2565.85
DEIMEvaluation Protocol=Target-supervised2026.0653.8177.0963.07
EfficientDetEvaluation Protocol=Target-supervised2026.0652.7586.1160.97
Sparse R-CNNEvaluation Protocol=Target-supervised2026.0652.1374.5357.02
YOLOFEvaluation Protocol=Target-supervised2026.0650.6985.7854.49
YOLOv3Evaluation Protocol=Target-supervised2026.0649.885.0853.43
Deformable DETREvaluation Protocol=Target-supervised2026.0647.5483.9345.71
FCOSEvaluation Protocol=Target-supervised2026.0644.1770.9948.14
RetinaNetEvaluation Protocol=Target-supervised2026.0622.4343.4121.04