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ResearchFormerly WizWand

Object Detection on VHRV 2024 (test)

73.55AP (bbox)LEVIRDetNet
6.137223.638641.1458.6414Jun 24, 2026
Updated 4mo ago

Evaluation results

MethodLinks
LEVIRDetNetEvaluation Protocol=Direct-transfer2026.0673.5596.5288.01
YOLOv12xEvaluation Protocol=Target-supervised2026.0672.5894.1184.04
DEIMv2 (DINOv3 + ViT-Base)Backbone=ViT-Base, Pre-training=DINOv3, Evaluation Protocol=Target-supervised2026.0667.5892.2182.14
HrNetEvaluation Protocol=Target-supervised2026.0665.0582.8177.14
RTMDetEvaluation Protocol=Target-supervised2026.0664.1181.7276.04
Fast R-CNNEvaluation Protocol=Target-supervised2026.0662.9982.5975.13
DynamicVis-largeEvaluation Protocol=Target-supervised2026.0662.18272.8
Faster R-CNNEvaluation Protocol=Target-supervised, Reference=[30]2026.0661.6780.6174.67
DynamicVis-baseEvaluation Protocol=Target-supervised2026.0661.480.772.4
DINOEvaluation Protocol=Target-supervised2026.0658.9185.9174.41
DEIMEvaluation Protocol=Target-supervised2026.0654.8879.1366.38
YOLOXEvaluation Protocol=Target-supervised2026.0654.8186.6567.87
TridentNetEvaluation Protocol=Target-supervised2026.0646.3974.0349.34
Sparse R-CNNEvaluation Protocol=Target-supervised2026.0646.2759.5753.96
SSDEvaluation Protocol=Target-supervised2026.0637.2269.5839.19
EfficientDetEvaluation Protocol=Target-supervised2026.0635.9766.3133.16
FCOSEvaluation Protocol=Target-supervised2026.0633.3164.630.28
Deformable DETREvaluation Protocol=Target-supervised2026.0632.8662.0831.9
RetinaNetEvaluation Protocol=Target-supervised2026.0632.6462.2430.43
DEIMv2 (DINOv3 + CNN)Backbone=CNN, Pre-training=DINOv3, Evaluation Protocol=Target-supervised2026.0618.4438.0518.14
YOLOv3Evaluation Protocol=Target-supervised2026.0616.0642.649.18
YOLOFEvaluation Protocol=Target-supervised2026.068.7324.785.04