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Shadow Detection On Cuhk Shadow

Metrics

BER

Results

Performance results of various models on this benchmark

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