Shadow Removal
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
3.25RMSE (Shadow)
76
Jul 9, 2026
2.93RMSE (Shadow)
48
Mar 16, 2026
32.33PSNR
40
Apr 21, 2026
35.72PSNR
39
Apr 21, 2026
28.44PSNR
27
Apr 21, 2026
34.73PSNR (All Image)
26
Apr 6, 2026
4.13RMSE (Shadow)
20
Feb 26, 2026
30.56PSNR
18
Feb 26, 2026
24.76PSNR
15
Apr 20, 2026
26.68PSNR
14
Apr 20, 2026
6.49MAE (Shadow Region)
14
Feb 26, 2026
30.72PSNR
13
Apr 21, 2026
34.11PSNR
13
Apr 21, 2026
3.63MAE
13
Feb 26, 2026
2.98MAE
13
Feb 26, 2026
4.98MAE
13
Feb 26, 2026
39.33PSNR (Shadow Region)
12
Feb 26, 2026
40.73PSNR (Shadow Region)
10
Feb 26, 2026
24.81PSNR
10
Feb 26, 2026
4.98RMSE (Shadow Region)
10
Feb 26, 2026
0.89SRI
9
Apr 29, 2026
0.9SRI
9
Apr 29, 2026
22.37PSNR-S
9
Apr 20, 2026
7.17Entropy
9
Apr 20, 2026
7.4Entropy
9
Apr 20, 2026