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Benchmarks
Uncertainty Quantification on Spiral
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0.0002
MSE
NSAC
-0.006568
0.039116
0.0848
0.130484
May 25, 2026
MSE
NLL
CRPS
ECE
AUROC
Updated 8d ago
Evaluation Results
Method
Method
Links
MSE
NLL
CRPS
ECE
AUROC
NSAC
2026.05
0.0002
-2.3483
0.0095
16.31
57.36
GMLE
2026.05
0.0034
-2.1598
0.3003
47.27
100
DE
2026.05
0.0071
-2.5632
0.018
42.85
54.58
MCD
2026.05
0.0094
1.7845
0.0616
19.77
81.69
SDE-Net
2026.05
0.0242
-2.064
0.8119
4.75
69.23
DER
2026.05
0.1694
-2.5026
0.9803
4.31
100
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