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ResearchFormerly WizWand

Oriented Object Detection on HRSID (test)

57.59mAP (instance)STD-O
45.536448.665751.79554.9243Aug 21, 2023
Updated 8mo ago

Evaluation results

MethodLinks
STD-OFramework=Oriented RCNN, Backbone=ViT-B, Pre-training=MAE2023.0857.5990.84
Oriented RCNNFramework=Oriented RCNN, Backbone=Swin-B, Pre-training=IN2023.0857.1690.75
Oriented RCNNFramework=Oriented RCNN, Backbone=Swin-T, Pre-training=IN2023.0856.6190.69
Oriented RCNNFramework=Oriented RCNN, Backbone=Swin-S, Pre-training=IN2023.0856.590.64
STD-OFramework=Oriented RCNN, Backbone=HiViT-B, Pre-training=MAE2023.0856.3590.8
imTED-OFramework=Oriented RCNN, Backbone=HiViT-B, Pre-training=MAE2023.0855.9490.63
STD-OFramework=Oriented RCNN, Backbone=ViT-S, Pre-training=MAE2023.0855.3590.75
imTED-OFramework=Oriented RCNN, Backbone=ViT-B, Pre-training=MAE2023.0854.8690.66
imTED-OFramework=Oriented RCNN, Backbone=ViT-S, Pre-training=MAE2023.0853.9990.48
STD-FFramework=Faster RCNN, Backbone=ViT-B, Pre-training=MAE2023.0852.9689.85
Faster RCNNFramework=Faster RCNN, Backbone=Swin-B, Pre-training=IN2023.0852.2289.26
STD-FFramework=Faster RCNN, Backbone=HiViT-B, Pre-training=MAE2023.0851.5489.46
Faster RCNNFramework=Faster RCNN, Backbone=Swin-S, Pre-training=IN2023.0851.2889.47
imTED-FFramework=Faster RCNN, Backbone=HiViT-B, Pre-training=MAE2023.0850.6789.3
Faster RCNNFramework=Faster RCNN, Backbone=Swin-T, Pre-training=IN2023.0850.6389.24
STD-FFramework=Faster RCNN, Backbone=ViT-S, Pre-training=MAE2023.0850.3189.8
imTED-FFramework=Faster RCNN, Backbone=ViT-B, Pre-training=MAE2023.0849.0188.92
imTED-FFramework=Faster RCNN, Backbone=ViT-S, Pre-training=MAE2023.084688.95