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Shadow Detection On Sbu

评估指标

BER

评测结果

各个模型在此基准测试上的表现结果

Paper TitleRepository
ECA (MM 2021) (512x512)7.52Mitigating Intensity Bias in Shadow Detection via Feature Decomposition and Reweighting-
FSDNet (TIP 2021) (256x256)7.16Revisiting Shadow Detection: A New Benchmark Dataset for Complex World
ECA (MM 2021) (256x256)7.08Mitigating Intensity Bias in Shadow Detection via Feature Decomposition and Reweighting-
FSDNet (TIP 2021) (512x512)6.8Revisiting Shadow Detection: A New Benchmark Dataset for Complex World
DSC (CVPR 2018, TPAMI 2020) (256x256)6.79Direction-aware Spatial Context Features for Shadow Detection and Removal
DSC (CVPR 2018, TPAMI 2020) (512x512)6.34Fast Shadow Detection from a Single Image Using a Patched Convolutional Neural Network
MTMT-Net (CVPR 2020) (256x256)6.32A Multi-Task Mean Teacher for Semi-Supervised Shadow Detection-
BDRAR (ECCV 2018) (256x256)6.27Bidirectional Feature Pyramid Network with Recurrent Attention Residual Modules for Shadow Detection-
MTMT-Net (CVPR 2020) (512x512)5.79A Multi-Task Mean Teacher for Semi-Supervised Shadow Detection-
FDRNet (ICCV 2021) (256x256)5.64Mitigating Intensity Bias in Shadow Detection via Feature Decomposition and Reweighting-
BDRAR (ECCV 2018) (512x512)5.62Bidirectional Feature Pyramid Network with Recurrent Attention Residual Modules for Shadow Detection-
SDDNet (MM 2023) (256x256)5.39SDDNet: Style-guided Dual-layer Disentanglement Network for Shadow Detection
FDRNet (ICCV 2021) (512x512)5.39Mitigating Intensity Bias in Shadow Detection via Feature Decomposition and Reweighting-
DSDNet (CVPR 2019) (256x256)5.37Distraction-Aware Shadow Detection-
DSDNet (CVPR 2019) (512x512)5.04Distraction-Aware Shadow Detection-
SDDNet (MM 2023) (512x512)4.86SDDNet: Style-guided Dual-layer Disentanglement Network for Shadow Detection
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Shadow Detection On Sbu | SOTA | HyperAI超神经