paper-with-me

Shadow Detection 벤치마크

Shadow Detection on SBU / SBU-Refine

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BER

4.86 5.525 6.19 6.855 7.52 2017-09 2026-09 DSC (CVPR 2018, TPAMI 2020) (512x512) — 6.34 (2017-09-26) DSC (CVPR 2018, TPAMI 2020) (256x256) — 6.79 (2018-05-12) BDRAR (ECCV 2018) (512x512) — 5.62 (2018-09-01) BDRAR (ECCV 2018) (256x256) — 6.27 (2018-09-01) DSDNet (CVPR 2019) (512x512) — 5.04 (2019-06-01) DSDNet (CVPR 2019) (256x256) — 5.37 (2019-06-01) FSDNet (TIP 2021) (512x512) — 6.8 (2019-11-16) FSDNet (TIP 2021) (256x256) — 7.16 (2019-11-16) MTMT-Net (CVPR 2020) (512x512) — 5.79 (2020-06-01) MTMT-Net (CVPR 2020) (256x256) — 6.32 (2020-06-01) FDRNet (ICCV 2021) (512x512) — 5.39 (2021-01-01) FDRNet (ICCV 2021) (256x256) — 5.64 (2021-01-01) ECA (MM 2021) (256x256) — 7.08 (2021-01-01) ECA (MM 2021) (512x512) — 7.52 (2021-01-01) SDDNet (MM 2023) (512x512) — 4.86 (2023-08-17) SDDNet (MM 2023) (256x256) — 5.39 (2023-08-17) DSC (CVPR 2018, TPAMI 2020) (512x512) — 6.34 (2017-09-26) DSC (CVPR 2018, TPAMI 2020) (256x256) — 6.79 (2018-05-12) FSDNet (TIP 2021) (512x512) — 6.8 (2019-11-16) FSDNet (TIP 2021) (256x256) — 7.16 (2019-11-16) ECA (MM 2021) (512x512) — 7.52 (2021-01-01)
RankModel BER Extra Training Data PaperCodeYear
1 SDDNet (MM 2023) (512x512) 4.86 SDDNet: Style-guided Dual-layer Disentanglement Network for Shadow Detection rmcong/sddnet_acmmm23 2023
2 DSDNet (CVPR 2019) (512x512) 5.04 Distraction-Aware Shadow Detection 2019
3 DSDNet (CVPR 2019) (256x256) 5.37 Distraction-Aware Shadow Detection 2019
4 SDDNet (MM 2023) (256x256) 5.39 SDDNet: Style-guided Dual-layer Disentanglement Network for Shadow Detection rmcong/sddnet_acmmm23 2023
4 FDRNet (ICCV 2021) (512x512) 5.39 Mitigating Intensity Bias in Shadow Detection via Feature Decomposition and Reweighting 2021
6 BDRAR (ECCV 2018) (512x512) 5.62 Bidirectional Feature Pyramid Network with Recurrent Attention Residual Modules for Shadow Detection zijundeng/BDRAR 2018
7 FDRNet (ICCV 2021) (256x256) 5.64 Mitigating Intensity Bias in Shadow Detection via Feature Decomposition and Reweighting 2021
8 MTMT-Net (CVPR 2020) (512x512) 5.79 ✓ A Multi-Task Mean Teacher for Semi-Supervised Shadow Detection eraserNut/MTMT 2020
9 BDRAR (ECCV 2018) (256x256) 6.27 Bidirectional Feature Pyramid Network with Recurrent Attention Residual Modules for Shadow Detection zijundeng/BDRAR 2018
10 MTMT-Net (CVPR 2020) (256x256) 6.32 ✓ A Multi-Task Mean Teacher for Semi-Supervised Shadow Detection eraserNut/MTMT 2020
11 DSC (CVPR 2018, TPAMI 2020) (512x512) 6.34 Fast Shadow Detection from a Single Image Using a Patched Convolutional Neural Network sepidehhosseinzadeh/Fast-Shadow-Detection 2017
12 DSC (CVPR 2018, TPAMI 2020) (256x256) 6.79 Direction-aware Spatial Context Features for Shadow Detection and Removal xw-hu/DSC · stevewongv/dsc-pytorch 2018
13 FSDNet (TIP 2021) (512x512) 6.8 Revisiting Shadow Detection: A New Benchmark Dataset for Complex World xw-hu/FSDNet · xw-hu/CUHK-Shadow 2019
14 ECA (MM 2021) (256x256) 7.08 Mitigating Intensity Bias in Shadow Detection via Feature Decomposition and Reweighting 2021
15 FSDNet (TIP 2021) (256x256) 7.16 Revisiting Shadow Detection: A New Benchmark Dataset for Complex World xw-hu/FSDNet · xw-hu/CUHK-Shadow 2019
16 ECA (MM 2021) (512x512) 7.52 Mitigating Intensity Bias in Shadow Detection via Feature Decomposition and Reweighting 2021
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