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Regression on Protein (NLL, RMSE)

2.63NLLDEvidential
-14.264899.7751213.815327.8549May 15, 2024Sep 22, 2024Jan 31, 2025Jun 10, 2025Oct 19, 2025Feb 26, 2026Jul 7, 2026

Evaluation results

MethodLinks
DEvidential2024.052.634.64
WEvidential2024.052.74.09
DEExperimental Setting=2, Learning Rate Setting=low2026.072.744.06
BDKNExperimental Setting=2, Learning Rate Setting=low2026.072.84.05
VBLLExperimental Setting=2, Learning Rate Setting=low2026.072.83.95
CDropout2024.052.813.85
NGBoost2024.052.814.33
MFVIExperimental Setting=2, Learning Rate Setting=low2026.072.813.87
DEnsemble2024.052.834.71
LDBLLExperimental Setting=2, Learning Rate Setting=low2026.072.864.17
MCDropout2024.052.894.36
BLLExperimental Setting=2, Learning Rate Setting=low2026.072.954.09
DKLExperimental Setting=2, Learning Rate Setting=low2026.0710.684.22
SVTP+MCModel Variant=SVTP+MC2024.082604.86
SVTP+UBModel Variant=SVTP+UB2024.082955.64
SVGP+TModel Variant=SVGP+T2024.083086.12
SVGPModel Variant=SVGP2024.084257.23