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ResearchFormerly WizWand

Oriented Object Detection on DOTA v2.0

52.39AP50S2A-Net
3.655616.307828.9641.6122Feb 6, 2025Feb 27, 2025Mar 20, 2025Apr 10, 2025May 1, 2025May 22, 2025Jun 12, 2025
Updated 4mo ago

Evaluation results

MethodLinks
S2A-NetSupervision level=RBox, Comparison track=End-to-end2025.0252.39
S2A-NetEpochs=12, Supervision level=RBox-supervised2025.0652.39
FCOSSupervision level=RBox, Comparison track=End-to-end2025.0251.77
FCOSEpochs=12, Supervision level=RBox-supervised2025.0651.77
AFWSSupervision level=HBox, Comparison track=End-to-end2025.0251.73
AFWSEpochs=12, Supervision level=HBox-supervised2025.0651.73
H2RBox-v2Supervision level=HBox, Comparison track=End-to-end2025.0250.33
H2RBox-v2Epochs=12, Supervision level=HBox-supervised2025.0650.33
GWDSupervision level=RBox, Comparison track=End-to-end2025.0248.87
GWDEpochs=12, Supervision level=RBox-supervised2025.0648.87
H2RBoxSupervision level=HBox, Comparison track=End-to-end2025.0248.68
H2RBoxEpochs=12, Supervision level=HBox-supervised2025.0648.68
RetinaNetSupervision level=RBox, Comparison track=End-to-end2025.0247
RetinaNetEpochs=12, Supervision level=RBox-supervised2025.0647
Point2RBox-v2Supervision level=Point, Comparison track=Two-stage2025.0238.79
SSPEpochs=6 + 12, Supervision level=Point-supervised, Training strategy=Two-stage2025.0629.02
Point2RBox-v2Supervision level=Point, Comparison track=End-to-end2025.0227.11
PointOBB-v3Supervision level=Point, Comparison track=Two-stage2025.0223.52
PointOBB-v3Epochs=24* + 12, Supervision level=Point-supervised, Training strategy=Teacher-student and two-stage2025.0623.52
Point2RBox+SKSupervision level=Point, Comparison track=End-to-end, Additional prior=One-shot sketches2025.0223.43
Point2RBox+SKEpochs=12*, Supervision level=Point-supervised, Training strategy=Teacher-student, Priors=One-shot sketches2025.0623.43
PointOBB-v3Supervision level=Point, Comparison track=End-to-end2025.0222.82
PointOBB-v3Epochs=24*, Supervision level=Point-supervised, Training strategy=Teacher-student2025.0622.82
PointOBB-v2Supervision level=Point, Comparison track=Two-stage2025.0220.64
PointOBB-v2Epochs=6 + 12, Supervision level=Point-supervised, Training strategy=Two-stage2025.0620.64
PointOBBSupervision level=Point, Comparison track=Two-stage2025.025.53
PointOBBEpochs=24* + 12, Supervision level=Point-supervised, Training strategy=Teacher-student and two-stage2025.065.53