Shadow Detection on CUHK-Shadow

Metric: BER (higher is better)

LeaderboardDataset

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#	Model↕	BER▼	Extra Data	Paper	Date↕	Code
1	FDRNet (ICCV 2021) (256x256)	14.39	No	-	-	-
2	DSC (CVPR 2018, TPAMI 2020) (256x256)	10.97	No	Direction-aware Spatial Context Features for Sha...	2018-05-12	Code
3	BDRAR (ECCV 2018) (256x256)	10.09	No	-	-	Code
4	FSDNet (TIP 2021) (256x256)	9.93	No	Revisiting Shadow Detection: A New Benchmark Dat...	2019-11-16	Code
5	DSC (CVPR 2018, TPAMI 2020) (512x512)	9.53	No	Direction-aware Spatial Context Features for Sha...	2018-05-12	Code
6	MTMT-Net (CVPR 2020) (256x256)	8.9	Yes	-	-	Code
7	FSDNet (TIP 2021) (512x512)	8.84	No	Revisiting Shadow Detection: A New Benchmark Dat...	2019-11-16	Code
8	BDRAR (ECCV 2018) (512x512)	8.79	No	-	-	Code
9	SDDNet (MM 2023) (256x256)	8.66	No	SDDNet: Style-guided Dual-layer Disentanglement ...	2023-08-17	Code
10	ECA (MM 2021) (256x256)	8.58	No	-	-	-
11	DSDNet (CVPR 2019) (256x256)	8.56	No	-	-	-
12	MTMT-Net (CVPR 2020) (512x512)	8.32	Yes	-	-	Code
13	ECA (MM 2021) (512x512)	7.99	No	-	-	-
14	DSDNet (CVPR 2019) (512x512)	7.79	No	-	-	-
15	SDDNet (MM 2023) (512x512)	7.65	No	SDDNet: Style-guided Dual-layer Disentanglement ...	2023-08-17	Code
16	FDRNet (ICCV 2021) (512x512)	6.58	No	-	-	-

#1FDRNet (ICCV 2021) (256x256)
14.39
BER
No paper
#2DSC (CVPR 2018, TPAMI 2020) (256x256)SOTA
10.97
BER· 2018-05-12
Direction-aware Spatial Context Features for Shadow Detection and Removal Code
#3BDRAR (ECCV 2018) (256x256)
10.09
BER
No paperCode
#4FSDNet (TIP 2021) (256x256)
9.93
BER· 2019-11-16
Revisiting Shadow Detection: A New Benchmark Dataset for Complex World Code
#5DSC (CVPR 2018, TPAMI 2020) (512x512)
9.53
BER· 2018-05-12
Direction-aware Spatial Context Features for Shadow Detection and Removal Code
#6MTMT-Net (CVPR 2020) (256x256)
8.9
BER· Extra Data
No paperCode
#7FSDNet (TIP 2021) (512x512)
8.84
BER· 2019-11-16
Revisiting Shadow Detection: A New Benchmark Dataset for Complex World Code
#8BDRAR (ECCV 2018) (512x512)
8.79
BER
No paperCode
#9SDDNet (MM 2023) (256x256)
8.66
BER· 2023-08-17
SDDNet: Style-guided Dual-layer Disentanglement Network for Shadow Detection Code
#10ECA (MM 2021) (256x256)
8.58
BER
No paper
#11DSDNet (CVPR 2019) (256x256)
8.56
BER
No paper
#12MTMT-Net (CVPR 2020) (512x512)
8.32
BER· Extra Data
No paperCode
#13ECA (MM 2021) (512x512)
7.99
BER
No paper
#14DSDNet (CVPR 2019) (512x512)
7.79
BER
No paper
#15SDDNet (MM 2023) (512x512)
7.65
BER· 2023-08-17
SDDNet: Style-guided Dual-layer Disentanglement Network for Shadow Detection Code
#16FDRNet (ICCV 2021) (512x512)
6.58
BER
No paper