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Benchmarks
Autonomous Driving Regression on Udacity
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0.0249
MSE
NSAC
0.024876
0.025038
0.0252
0.025362
May 25, 2026
MSE
NLL
CRPS
ECE
AUROC
Updated 8d ago
Evaluation Results
Method
Method
Links
MSE
NLL
CRPS
ECE
AUROC
NSAC
2026.05
0.0249
-0.4122
0.0814
0.1982
0.9984
GMLE
2026.05
0.0251
-0.4129
0.0816
0.206
1
DE
2026.05
0.0251
-0.414
0.0817
0.2015
0.9991
MCD
2026.05
0.0252
-0.4053
0.082
0.2013
0.996
DER
2026.05
0.0253
-0.6008
0.7994
0.0125
1
SDE-Net
2026.05
0.0255
-0.3875
0.3771
0.0424
1
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