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Shadow Detection On Cuhk Shadow

Metrics

BER

Results

Performance results of various models on this benchmark

		Paper Title	Repository
FDRNet (ICCV 2021) (256x256)	14.39	Mitigating Intensity Bias in Shadow Detection via Feature Decomposition and Reweighting	-
DSC (CVPR 2018, TPAMI 2020) (256x256)	10.97	Direction-aware Spatial Context Features for Shadow Detection and Removal
BDRAR (ECCV 2018) (256x256)	10.09	Bidirectional Feature Pyramid Network with Recurrent Attention Residual Modules for Shadow Detection	-
FSDNet (TIP 2021) (256x256)	9.93	Revisiting Shadow Detection: A New Benchmark Dataset for Complex World
DSC (CVPR 2018, TPAMI 2020) (512x512)	9.53	Direction-aware Spatial Context Features for Shadow Detection and Removal
MTMT-Net (CVPR 2020) (256x256)	8.9	A Multi-Task Mean Teacher for Semi-Supervised Shadow Detection	-
FSDNet (TIP 2021) (512x512)	8.84	Revisiting Shadow Detection: A New Benchmark Dataset for Complex World
BDRAR (ECCV 2018) (512x512)	8.79	Bidirectional Feature Pyramid Network with Recurrent Attention Residual Modules for Shadow Detection	-
SDDNet (MM 2023) (256x256)	8.66	SDDNet: Style-guided Dual-layer Disentanglement Network for Shadow Detection
ECA (MM 2021) (256x256)	8.58	Mitigating Intensity Bias in Shadow Detection via Feature Decomposition and Reweighting	-
DSDNet (CVPR 2019) (256x256)	8.56	Distraction-Aware Shadow Detection	-
MTMT-Net (CVPR 2020) (512x512)	8.32	A Multi-Task Mean Teacher for Semi-Supervised Shadow Detection	-
ECA (MM 2021) (512x512)	7.99	Mitigating Intensity Bias in Shadow Detection via Feature Decomposition and Reweighting	-
DSDNet (CVPR 2019) (512x512)	7.79	Distraction-Aware Shadow Detection	-
SDDNet (MM 2023) (512x512)	7.65	SDDNet: Style-guided Dual-layer Disentanglement Network for Shadow Detection
FDRNet (ICCV 2021) (512x512)	6.58	Mitigating Intensity Bias in Shadow Detection via Feature Decomposition and Reweighting	-

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