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DEPTH
Model: UniDepthV2
Split: full
Variant: _UniDepthV2_noise_model
Files: 762
Metrics: 20
Compare with:
AbsRel (Median)
↓
0.1699
AbsRel (P90)
↓
0.5431
AbsRel (Median)
↓
0.1470
AbsRel (P90)
↓
0.3567
RMSE (Median)
↓
2.0456
RMSE (P90)
↓
11.5918
SILog (Mean)
↓
0.1635
SILog (Median)
↓
0.1428
SILog (P90)
↓
0.3368
AbsRel (Median)
↓
0.1701
AbsRel (P90)
↓
0.4723
RMSE (Median)
↓
8.4861
RMSE (P90)
↓
27.9021
SILog (Mean)
↓
0.1961
SILog (Median)
↓
0.1689
SILog (P90)
↓
0.6010
AbsRel (Median)
↓
0.1358
AbsRel (P90)
↓
0.3243
RMSE (Median)
↓
2.2522
RMSE (P90)
↓
6.5462
SILog (Mean)
↓
0.1087
SILog (Median)
↓
0.1331
SILog (P90)
↓
0.2931
AbsRel (Median)
↓
0.1492
AbsRel (P90)
↓
0.3325
RMSE (Median)
↓
1.0445
RMSE (P90)
↓
2.4155
SILog (Mean)
↓
0.0325
SILog (Median)
↓
0.1423
SILog (P90)
↓
0.2911
RMSE (Median)
↓
2.5513
RMSE (P90)
↓
46.1454
SILog (Mean)
↓
0.8987
SILog (Median)
↓
0.1634
SILog (P90)
↓
0.7014
Normal Mean Angle
↓
24.4469
Normal Median Angle
↓
7.0870
Normal < 11.25°
↑
59.1028
0 100
Normal < 22.5°
↑
68.7532
0 100
Normal < 30°
↑
72.5149
0 100
Edge F1
↑
0.3161
0 1
Edge Precision
↑
0.7365
0 1
Edge Recall
↑
0.2263
0 1
Normal Mean Angle
↓
50.4239
Normal Median Angle
↓
45.9057
Normal < 11.25°
↑
19.5114
0 100
Normal < 22.5°
↑
31.7306
0 100
Normal < 30°
↑
37.7462
0 100
Normal Mean Angle
↓
21.7035
Normal Median Angle
↓
5.2488
Normal < 11.25°
↑
63.5536
0 100
Normal < 22.5°
↑
71.7743
0 100
Normal < 30°
↑
75.4442
0 100
Normal Mean Angle
↓
9.0665
Normal Median Angle
↓
3.4369
Normal < 11.25°
↑
81.2184
0 100
Normal < 22.5°
↑
91.2600
0 100
Normal < 30°
↑
93.5929
0 100
Normal Mean Angle
↓
30.6800
Normal Median Angle
↓
10.1226
Normal < 11.25°
↑
51.8616
0 100
Normal < 22.5°
↑
61.2561
0 100
Normal < 30°
↑
65.0688
0 100
FID
↓
150.4539
KID Mean
↓
0.1081
KID Std
↓
1.088e-7
LPIPS
↓
0.3955
PSNR
↑
20.7177
SSIM
↑
0.9191
0 1
AbsRel
↓
0.2421
AbsRel
↓
0.1852
δ < 1.25
↑
0.7124
0 1
δ < 1.25²
↑
0.9498
0 1
δ < 1.25³
↑
0.9787
0 1
Log10 Error
↓
0.0772
MAE
↓
4.7250
RMSE
↓
9.3197
RMSE Log
↓
0.2278
SILog
↓
0.1635
SqRel
↓
2.4636
δ < 1.25
↑
0.6380
0 1
δ < 1.25²
↑
0.8556
0 1
δ < 1.25³
↑
0.8945
0 1
AbsRel
↓
0.2278
δ < 1.25
↑
0.5993
0 1
δ < 1.25²
↑
0.8306
0 1
δ < 1.25³
↑
0.9254
0 1
Log10 Error
↓
0.1094
MAE
↓
12.4584
RMSE
↓
17.6452
RMSE Log
↓
0.3112
SILog
↓
0.1961
SqRel
↓
6.7434
Log10 Error
↓
0.1805
MAE
↓
888.2577
AbsRel
↓
0.1752
δ < 1.25
↑
0.7511
0 1
δ < 1.25²
↑
0.9795
0 1
δ < 1.25³
↑
0.9932
0 1
Log10 Error
↓
0.0685
MAE
↓
3.2440
RMSE
↓
5.4019
RMSE Log
↓
0.1902
SILog
↓
0.1087
SqRel
↓
1.7022
AbsRel
↓
0.1694
δ < 1.25
↑
0.7430
0 1
δ < 1.25²
↑
0.9958
0 1
δ < 1.25³
↑
0.9987
0 1
Log10 Error
↓
0.0658
MAE
↓
1.2260
RMSE
↓
1.4172
RMSE Log
↓
0.1586
SILog
↓
0.0325
SqRel
↓
0.4158
RMSE
↓
4057.5677
RMSE Log
↓
0.9497
SILog
↓
0.8987
SqRel
↓
880.2345
AbsRel
↓
0.2397
AbsRel
↓
0.1755
δ < 1.25
↑
0.8024
0 1
δ < 1.25²
↑
0.9812
0 1
δ < 1.25³
↑
0.9930
0 1
Log10 Error
↓
0.0755
MAE
↓
4.4454
RMSE
↓
8.2533
RMSE Log
↓
0.2207
SILog
↓
0.1447
SqRel
↓
1.7849
δ < 1.25
↑
0.6871
0 1
δ < 1.25²
↑
0.8860
0 1
δ < 1.25³
↑
0.9181
0 1
AbsRel
↓
0.2077
δ < 1.25
↑
0.6909
0 1
δ < 1.25²
↑
0.9479
0 1
δ < 1.25³
↑
0.9833
0 1
Log10 Error
↓
0.0852
MAE
↓
11.1253
RMSE
↓
15.7373
RMSE Log
↓
0.2614
SILog
↓
0.1892
SqRel
↓
4.4873
Log10 Error
↓
0.1646
MAE
↓
536.6660
AbsRel
↓
0.1547
δ < 1.25
↑
0.9048
0 1
δ < 1.25²
↑
0.9896
0 1
δ < 1.25³
↑
0.9959
0 1
Log10 Error
↓
0.0649
MAE
↓
2.9232
RMSE
↓
4.7433
RMSE Log
↓
0.1803
SILog
↓
0.1014
SqRel
↓
1.0461
AbsRel
↓
0.1469
δ < 1.25
↑
0.9967
0 1
δ < 1.25²
↑
1.0000
0 1
δ < 1.25³
↑
1.0000
0 1
Log10 Error
↓
0.0604
MAE
↓
1.0755
RMSE
↓
1.2501
RMSE Log
↓
0.1431
SILog
↓
0.0202
SqRel
↓
0.2057
RMSE
↓
3857.2039
RMSE Log
↓
0.8775
SILog
↓
0.8509
SqRel
↓
527.8264
AbsRel
↓
0.2399
AbsRel
↓
0.1832
δ < 1.25
↑
0.7170
0 1
δ < 1.25²
↑
0.9495
0 1
δ < 1.25³
↑
0.9787
0 1
Log10 Error
↓
0.0768
MAE
↓
4.7256
RMSE
↓
10.3844
RMSE Log
↓
0.2426
SILog
↓
0.2384
SqRel
↓
2.4449
δ < 1.25
↑
0.6413
0 1
δ < 1.25²
↑
0.8564
0 1
δ < 1.25³
↑
0.8961
0 1
AbsRel
↓
0.2248
δ < 1.25
↑
0.6031
0 1
δ < 1.25²
↑
0.8284
0 1
δ < 1.25³
↑
0.9234
0 1
Log10 Error
↓
0.1089
MAE
↓
12.3584
RMSE
↓
19.5669
RMSE Log
↓
0.3535
SILog
↓
0.3338
SqRel
↓
6.6656
Log10 Error
↓
0.1760
MAE
↓
836.6415
AbsRel
↓
0.1701
δ < 1.25
↑
0.7620
0 1
δ < 1.25²
↑
0.9798
0 1
δ < 1.25³
↑
0.9934
0 1
Log10 Error
↓
0.0672
MAE
↓
3.2115
RMSE
↓
6.2244
RMSE Log
↓
0.2024
SILog
↓
0.1874
SqRel
↓
1.6645
AbsRel
↓
0.1714
δ < 1.25
↑
0.7362
0 1
δ < 1.25²
↑
0.9958
0 1
δ < 1.25³
↑
0.9985
0 1
Log10 Error
↓
0.0667
MAE
↓
1.2248
RMSE
↓
1.7654
RMSE Log
↓
0.1887
SILog
↓
0.1453
SqRel
↓
0.4253
RMSE
↓
5093.8394
RMSE Log
↓
1.0801
SILog
↓
1.0603
SqRel
↓
828.7303
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