Shadow Detection on SBU / SBU-Refine

Metric: BER (higher is better)

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#	Model↕	BER▼	Extra Data	Paper	Date↕	Code
1	ECA (MM 2021) (512x512)	7.52	No	-	-	-
2	FSDNet (TIP 2021) (256x256)	7.16	No	Revisiting Shadow Detection: A New Benchmark Dat...	2019-11-16	Code
3	ECA (MM 2021) (256x256)	7.08	No	-	-	-
4	FSDNet (TIP 2021) (512x512)	6.8	No	Revisiting Shadow Detection: A New Benchmark Dat...	2019-11-16	Code
5	DSC (CVPR 2018, TPAMI 2020) (256x256)	6.79	No	Direction-aware Spatial Context Features for Sha...	2018-05-12	Code
6	DSC (CVPR 2018, TPAMI 2020) (512x512)	6.34	No	Fast Shadow Detection from a Single Image Using ...	2017-09-26	Code
7	MTMT-Net (CVPR 2020) (256x256)	6.32	Yes	-	-	Code
8	BDRAR (ECCV 2018) (256x256)	6.27	No	-	-	Code
9	MTMT-Net (CVPR 2020) (512x512)	5.79	Yes	-	-	Code
10	FDRNet (ICCV 2021) (256x256)	5.64	No	-	-	-
11	BDRAR (ECCV 2018) (512x512)	5.62	No	-	-	Code
12	SDDNet (MM 2023) (256x256)	5.39	No	SDDNet: Style-guided Dual-layer Disentanglement ...	2023-08-17	Code
13	FDRNet (ICCV 2021) (512x512)	5.39	No	-	-	-
14	DSDNet (CVPR 2019) (256x256)	5.37	No	-	-	-
15	DSDNet (CVPR 2019) (512x512)	5.04	No	-	-	-
16	SDDNet (MM 2023) (512x512)	4.86	No	SDDNet: Style-guided Dual-layer Disentanglement ...	2023-08-17	Code

#1ECA (MM 2021) (512x512)
7.52
BER
No paper
#2FSDNet (TIP 2021) (256x256)SOTA
7.16
BER· 2019-11-16
Revisiting Shadow Detection: A New Benchmark Dataset for Complex World Code
#3ECA (MM 2021) (256x256)
7.08
BER
No paper
#4FSDNet (TIP 2021) (512x512)
6.8
BER· 2019-11-16
Revisiting Shadow Detection: A New Benchmark Dataset for Complex World Code
#5DSC (CVPR 2018, TPAMI 2020) (256x256)SOTA
6.79
BER· 2018-05-12
Direction-aware Spatial Context Features for Shadow Detection and Removal Code
#6DSC (CVPR 2018, TPAMI 2020) (512x512)SOTA
6.34
BER· 2017-09-26
Fast Shadow Detection from a Single Image Using a Patched Convolutional Neural Network Code
#7MTMT-Net (CVPR 2020) (256x256)
6.32
BER· Extra Data
No paperCode
#8BDRAR (ECCV 2018) (256x256)
6.27
BER
No paperCode
#9MTMT-Net (CVPR 2020) (512x512)
5.79
BER· Extra Data
No paperCode
#10FDRNet (ICCV 2021) (256x256)
5.64
BER
No paper
#11BDRAR (ECCV 2018) (512x512)
5.62
BER
No paperCode
#12SDDNet (MM 2023) (256x256)
5.39
BER· 2023-08-17
SDDNet: Style-guided Dual-layer Disentanglement Network for Shadow Detection Code
#13FDRNet (ICCV 2021) (512x512)
5.39
BER
No paper
#14DSDNet (CVPR 2019) (256x256)
5.37
BER
No paper
#15DSDNet (CVPR 2019) (512x512)
5.04
BER
No paper
#16SDDNet (MM 2023) (512x512)
4.86
BER· 2023-08-17
SDDNet: Style-guided Dual-layer Disentanglement Network for Shadow Detection Code