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Shadow Detection On Cuhk Shadow

Metrics

BER

Results

Performance results of various models on this benchmark

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