Depth Estimation
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
0.022Depth Estimation Error
21
Feb 26, 2026
0.062AbsRel
20
May 27, 2026
0.039AbsRel
20
Feb 26, 2026
0.012AbRel
20
Feb 26, 2026
0.109RMSE
19
Feb 26, 2026
97Delta 1
19
Jun 1, 2026
7.11RMSE
19
Feb 26, 2026
6.39RMSE
19
Feb 26, 2026
0.1Abs Rel
19
Feb 26, 2026
0.031NMAE
18
Apr 16, 2026
0.105Depth Error
18
Mar 30, 2026
5.2RMSE
18
Feb 26, 2026
0.079Abs Rel
18
Jun 16, 2026
4.88RMSE
18
Mar 31, 2026
0.025AbsRel
18
Feb 26, 2026
0.059Abs Rel Error
18
Feb 26, 2026
0.894Depth SROCC
17
Mar 17, 2026
36.53Boxes PSNR (dB)
17
Mar 12, 2026
49.7Delta1
17
Apr 21, 2026
0.162Relative Error (rel)
17
Feb 26, 2026
69.96Overall δ1 Accuracy
16
May 14, 2026
0.936Depth SROCC
16
Mar 17, 2026
0.033AbRel
16
Feb 26, 2026
0.083A.Rel (Brightness)
16
Feb 26, 2026
0.895MAE
16
Feb 26, 2026