1 pending
Back to Datasets

muses

DEPTH
Model: DCL
Split: full
Variant: _dcl_dehazed
Files: 333
Metrics: 30
Compare with:
Chamfer Completeness
↓
9.7871
Chamfer Median
↓
7.3682
F-score AUC (F_A)
↑
35.9119
0 100
tau 0 05 / recall
2.110e-5
tau 0 1 / recall
7.390e-5
tau 0 25 / recall
0.0002
tau 0 5 / recall
0.0004
Mean Ray Angle Error
↓
0.0147
Median Ray Angle Error
↓
0.0150
Ray < 10°
↑
100.0000
0 100
Ray < 15°
↑
100.0000
0 100
Ray < 20°
↑
100.0000
0 100
Ray < 30°
↑
100.0000
0 100
Ray < 5°
↑
100.0000
0 100
Lateral Error Fraction
↓
1.103e-5
0 1
Lateral MAE (camera)
↓
0.0002
Lateral RMSE (camera)
↓
0.0002
Radial MAE (depth)
↓
15.4570
Radial RMSE (depth)
↓
18.2516
ρ_A (Mean)
↑
0.9971
0 1
ρ_A (Median)
↑
0.9971
0 1
rho a / std
0.0001
3D Acc < 0.05m
↑
0.0004
0 100
3D Acc < 0.1m
↑
0.0009
0 100
3D Acc < 0.25m
↑
0.0017
0 100
3D Acc < 0.5m
↑
0.0032
0 100
3D Acc < 1.0m
↑
0.0061
0 100
3D Rel Acc < 0.05
↑
0.0016
0 100
3D Rel Acc < 0.1
↑
0.0029
0 100
3D Rel Acc < 0.25
↑
0.0067
0 100
3D EPE (MAE)
↓
15.4570
3D Median Error
↓
12.4737
3D Error P90
↓
28.3547
3D Error P95
↓
34.2289
Relative 3D Error (Median)
↓
0.9621
Relative 3D Error (P90)
↓
0.9764
3D RMSE
↓
18.2516
3D Acc < 0.05m
↑
0.000e+0
0 100
3D Acc < 0.1m
↑
0.000e+0
0 100
3D Acc < 0.25m
↑
0.000e+0
0 100
3D Acc < 0.5m
↑
0.000e+0
0 100
3D Acc < 1.0m
↑
0.000e+0
0 100
3D Rel Acc < 0.05
↑
0.000e+0
0 100
3D Rel Acc < 0.1
↑
0.000e+0
0 100
3D Rel Acc < 0.25
↑
0.000e+0
0 100
3D EPE (MAE)
↓
14.8280
3D Median Error
↓
12.1987
3D Error P90
↓
26.8862
3D Error P95
↓
31.3820
Relative 3D Error (Median)
↓
0.9623
Relative 3D Error (P90)
↓
0.9766
3D RMSE
↓
17.2527
3D Acc < 0.05m
↑
0.0005
0 100
3D Acc < 0.1m
↑
0.0011
0 100
3D Acc < 0.25m
↑
0.0022
0 100
3D Acc < 0.5m
↑
0.0043
0 100
3D Acc < 1.0m
↑
0.0081
0 100
3D Rel Acc < 0.05
↑
0.0021
0 100
3D Rel Acc < 0.1
↑
0.0039
0 100
3D Rel Acc < 0.25
↑
0.0090
0 100
3D EPE (MAE)
↓
16.0454
3D Median Error
↓
12.2984
3D Error P90
↓
30.2433
3D Error P95
↓
37.8631
Relative 3D Error (Median)
↓
0.9627
Relative 3D Error (P90)
↓
0.9783
Euler View - ML Experiment Monitor