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DEPTH
Model: Depth-Anything-3
Split: full
Variant: _depth-anything-3_hazy
Files: 762
Metrics: 20
Compare with:
AbsRel (Median)
↓
0.2543
AbsRel (P90)
↓
0.5845
AbsRel (Median)
↓
0.2225
AbsRel (P90)
↓
0.5341
RMSE (Median)
↓
3.2986
RMSE (P90)
↓
16.4918
SILog (Mean)
↓
0.1175
SILog (Median)
↓
0.2470
SILog (P90)
↓
0.7547
AbsRel (Median)
↓
0.2518
AbsRel (P90)
↓
0.5376
RMSE (Median)
↓
12.8411
RMSE (P90)
↓
29.4934
SILog (Mean)
↓
0.1610
SILog (Median)
↓
0.2787
SILog (P90)
↓
0.7425
AbsRel (Median)
↓
0.2166
AbsRel (P90)
↓
0.5287
RMSE (Median)
↓
3.6575
RMSE (P90)
↓
10.8746
SILog (Mean)
↓
0.0912
SILog (Median)
↓
0.2415
SILog (P90)
↓
0.7479
AbsRel (Median)
↓
0.2084
AbsRel (P90)
↓
0.5383
RMSE (Median)
↓
1.4688
RMSE (P90)
↓
3.9306
SILog (Mean)
↓
0.0263
SILog (Median)
↓
0.2293
SILog (P90)
↓
0.7726
RMSE (Median)
↓
4.1942
RMSE (P90)
↓
40.9431
SILog (Mean)
↓
0.9088
SILog (Median)
↓
0.2866
SILog (P90)
↓
0.8664
Normal Mean Angle
↓
16.6501
Normal Median Angle
↓
3.2305
Normal < 11.25°
↑
69.0240
0 100
Normal < 22.5°
↑
78.2873
0 100
Normal < 30°
↑
82.1763
0 100
Edge F1
↑
0.7193
0 1
Edge Precision
↑
0.9287
0 1
Edge Recall
↑
0.6009
0 1
Normal Mean Angle
↓
32.5816
Normal Median Angle
↓
18.5437
Normal < 11.25°
↑
37.8444
0 100
Normal < 22.5°
↑
54.8762
0 100
Normal < 30°
↑
62.2459
0 100
Normal Mean Angle
↓
15.4469
Normal Median Angle
↓
2.4036
Normal < 11.25°
↑
71.1183
0 100
Normal < 22.5°
↑
79.6812
0 100
Normal < 30°
↑
83.3012
0 100
Normal Mean Angle
↓
6.9229
Normal Median Angle
↓
2.2663
Normal < 11.25°
↑
87.6933
0 100
Normal < 22.5°
↑
92.7507
0 100
Normal < 30°
↑
94.6251
0 100
Normal Mean Angle
↓
22.7056
Normal Median Angle
↓
4.7089
Normal < 11.25°
↑
61.3324
0 100
Normal < 22.5°
↑
70.5714
0 100
Normal < 30°
↑
74.6481
0 100
FID
↓
110.8720
KID Mean
↓
0.0844
KID Std
↓
1.559e-7
LPIPS
↓
0.4373
PSNR
↑
21.8952
SSIM
↑
0.9193
0 1
AbsRel
↓
0.3017
AbsRel
↓
0.2567
δ < 1.25
↑
0.4722
0 1
δ < 1.25²
↑
0.6766
0 1
δ < 1.25³
↑
0.8466
0 1
Log10 Error
↓
0.1423
MAE
↓
6.0475
RMSE
↓
8.8852
RMSE Log
↓
0.3534
SILog
↓
0.1175
SqRel
↓
2.5460
δ < 1.25
↑
0.4290
0 1
δ < 1.25²
↑
0.6272
0 1
δ < 1.25³
↑
0.7906
0 1
AbsRel
↓
0.2729
δ < 1.25
↑
0.4420
0 1
δ < 1.25²
↑
0.7019
0 1
δ < 1.25³
↑
0.8696
0 1
Log10 Error
↓
0.1444
MAE
↓
14.5164
RMSE
↓
16.6956
RMSE Log
↓
0.3699
SILog
↓
0.1610
SqRel
↓
6.1186
Log10 Error
↓
0.2448
MAE
↓
938.8113
AbsRel
↓
0.2544
δ < 1.25
↑
0.4801
0 1
δ < 1.25²
↑
0.6705
0 1
δ < 1.25³
↑
0.8453
0 1
Log10 Error
↓
0.1421
MAE
↓
4.7182
RMSE
↓
5.8234
RMSE Log
↓
0.3454
SILog
↓
0.0912
SqRel
↓
2.0113
AbsRel
↓
0.2467
δ < 1.25
↑
0.4908
0 1
δ < 1.25²
↑
0.6707
0 1
δ < 1.25³
↑
0.8378
0 1
Log10 Error
↓
0.1395
MAE
↓
1.7843
RMSE
↓
1.8698
RMSE Log
↓
0.3247
SILog
↓
0.0263
SqRel
↓
0.7415
RMSE
↓
4292.0681
RMSE Log
↓
1.0924
SILog
↓
0.9088
SqRel
↓
929.1689
AbsRel
↓
0.2597
AbsRel
↓
0.2139
δ < 1.25
↑
0.4664
0 1
δ < 1.25²
↑
0.9730
0 1
δ < 1.25³
↑
0.9955
0 1
Log10 Error
↓
0.1037
MAE
↓
5.0934
RMSE
↓
7.8264
RMSE Log
↓
0.2610
SILog
↓
0.1092
SqRel
↓
1.6748
δ < 1.25
↑
0.4368
0 1
δ < 1.25²
↑
0.8593
0 1
δ < 1.25³
↑
0.9145
0 1
AbsRel
↓
0.2406
δ < 1.25
↑
0.4092
0 1
δ < 1.25²
↑
0.9275
0 1
δ < 1.25³
↑
0.9864
0 1
Log10 Error
↓
0.1158
MAE
↓
12.8378
RMSE
↓
15.1101
RMSE Log
↓
0.3100
SILog
↓
0.1490
SqRel
↓
4.1731
Log10 Error
↓
0.2196
MAE
↓
580.7004
AbsRel
↓
0.2123
δ < 1.25
↑
0.4736
0 1
δ < 1.25²
↑
0.9887
0 1
δ < 1.25³
↑
0.9967
0 1
Log10 Error
↓
0.1008
MAE
↓
3.8197
RMSE
↓
5.1277
RMSE Log
↓
0.2454
SILog
↓
0.0855
SqRel
↓
1.1899
AbsRel
↓
0.2073
δ < 1.25
↑
0.4191
0 1
δ < 1.25²
↑
0.9997
0 1
δ < 1.25³
↑
1.0000
0 1
Log10 Error
↓
0.0991
MAE
↓
1.4909
RMSE
↓
1.5541
RMSE Log
↓
0.2291
SILog
↓
0.0200
SqRel
↓
0.3391
RMSE
↓
3788.6922
RMSE Log
↓
1.0473
SILog
↓
0.8764
SqRel
↓
573.8129
AbsRel
↓
0.2995
AbsRel
↓
0.2582
δ < 1.25
↑
0.4704
0 1
δ < 1.25²
↑
0.6759
0 1
δ < 1.25³
↑
0.8441
0 1
Log10 Error
↓
0.1433
MAE
↓
6.1331
RMSE
↓
10.0389
RMSE Log
↓
0.4372
SILog
↓
0.3177
SqRel
↓
2.5738
δ < 1.25
↑
0.4321
0 1
δ < 1.25²
↑
0.6318
0 1
δ < 1.25³
↑
0.7934
0 1
AbsRel
↓
0.2777
δ < 1.25
↑
0.4251
0 1
δ < 1.25²
↑
0.6859
0 1
δ < 1.25³
↑
0.8596
0 1
Log10 Error
↓
0.1484
MAE
↓
14.7519
RMSE
↓
18.5216
RMSE Log
↓
0.4353
SILog
↓
0.3354
SqRel
↓
6.1543
Log10 Error
↓
0.2393
MAE
↓
883.4852
AbsRel
↓
0.2540
δ < 1.25
↑
0.4787
0 1
δ < 1.25²
↑
0.6752
0 1
δ < 1.25³
↑
0.8468
0 1
Log10 Error
↓
0.1414
MAE
↓
4.8060
RMSE
↓
6.7061
RMSE Log
↓
0.4323
SILog
↓
0.3075
SqRel
↓
2.0298
AbsRel
↓
0.2502
δ < 1.25
↑
0.4913
0 1
δ < 1.25²
↑
0.6697
0 1
δ < 1.25³
↑
0.8291
0 1
Log10 Error
↓
0.1424
MAE
↓
1.7911
RMSE
↓
2.3611
RMSE Log
↓
0.4457
SILog
↓
0.3181
SqRel
↓
0.7595
RMSE
↓
5038.1962
RMSE Log
↓
1.1752
SILog
↓
1.0527
SqRel
↓
873.9606
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