Metric: BER (higher is better)
| # | 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 |