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real-drive-sim

POINTS_3D
Model: SD 2.1. Mari
Split: full
Variant: _metric_3D_1
Files: 762
Metrics: 43
Compare with:
Chamfer Accuracy
↓
1.4079
Chamfer Completeness
↓
890.1061
Chamfer Distance
↓
445.7570
Chamfer Median
↓
0.7345
tau 0 05 / f1
0.0309
tau 0 05 / precision
0.0284
tau 0 05 / recall
0.0342
tau 0 1 / f1
0.0799
tau 0 1 / precision
0.0733
tau 0 1 / recall
0.0887
tau 0 25 / f1
0.2462
tau 0 25 / precision
0.2292
tau 0 25 / recall
0.2706
tau 0 5 / f1
0.4423
tau 0 5 / precision
0.4185
tau 0 5 / recall
0.4750
Mean Ray Angle Error
↓
0.9220
Median Ray Angle Error
↓
0.7950
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
↓
0.0057
0 1
Lateral MAE (camera)
↓
0.3039
Lateral RMSE (camera)
↓
0.3884
Radial MAE (depth)
↓
896.4216
Radial RMSE (depth)
↓
4067.9193
ρ_A (Mean)
↑
0.9385
0 1
ρ_A (Median)
↑
0.9457
0 1
rho a / std
0.0372
Normal Mean Angle
↓
52.4334
Normal Median Angle
↓
41.4236
Normal < 11.25°
↑
16.5352
0 100
Normal < 22.5°
↑
33.2842
0 100
Normal < 30°
↑
41.2502
0 100
point edge f1 / f1
0.4043
point edge f1 / precision
0.6504
point edge f1 / recall
0.3465
3D Acc < 0.05m
↑
0.0470
0 100
3D Acc < 0.1m
↑
0.2747
0 100
3D Acc < 0.25m
↑
1.8588
0 100
3D Acc < 0.5m
↑
5.3192
0 100
3D Acc < 1.0m
↑
13.1625
0 100
3D Rel Acc < 0.05
↑
4.6938
0 100
3D Rel Acc < 0.1
↑
11.2316
0 100
3D Rel Acc < 0.25
↑
38.7854
0 100
3D EPE (MAE)
↓
896.4343
3D Median Error
↓
6.6451
3D Error P90
↓
1259.9464
3D Error P95
↓
5451.1661
Relative 3D Error (Median)
↓
0.3021
Relative 3D Error (P90)
↓
0.6566
3D RMSE
↓
4067.9201
3D Acc < 0.05m
↑
0.000e+0
0 100
3D Acc < 0.1m
↑
5.583e-5
0 100
3D Acc < 0.25m
↑
0.0964
0 100
3D Acc < 0.5m
↑
0.8641
0 100
3D Acc < 1.0m
↑
6.9274
0 100
3D Rel Acc < 0.05
↑
1.3229
0 100
3D Rel Acc < 0.1
↑
5.3817
0 100
3D Rel Acc < 0.25
↑
41.1724
0 100
3D EPE (MAE)
↓
545.0001
3D Median Error
↓
5.7929
3D Error P90
↓
62.7992
3D Error P95
↓
134.6485
Relative 3D Error (Median)
↓
0.3076
Relative 3D Error (P90)
↓
0.6332
3D RMSE
↓
3865.4103
3D Acc < 0.05m
↑
0.0507
0 100
3D Acc < 0.1m
↑
0.2921
0 100
3D Acc < 0.25m
↑
1.9456
0 100
3D Acc < 0.5m
↑
5.4884
0 100
3D Acc < 1.0m
↑
13.3587
0 100
3D Rel Acc < 0.05
↑
4.8251
0 100
3D Rel Acc < 0.1
↑
11.4337
0 100
3D Rel Acc < 0.25
↑
38.5340
0 100
3D EPE (MAE)
↓
844.9051
3D Median Error
↓
5.3888
3D Error P90
↓
66.1364
3D Error P95
↓
150.6071
Relative 3D Error (Median)
↓
0.3122
Relative 3D Error (P90)
↓
0.6583
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