SOTA Prediction benchmarks and papers with code

Benchmarks

Dataset Name	SOTA Method	Metric
Server Room	DEMOTE	nRMSE0.0393	48	3mo ago
CA Traffic	DEMOTE	nRMSE29.72	48	3mo ago
CA Weather	DEMOTE	nRMSE0.6109	48	3mo ago
FinTSR-Bench C 1.0 (test)	FinSTaR	Event53.5	13	28d ago
FinTSR-Bench 1.0 (test B)	FinSTaR	Event55.6	13	28d ago
FinTSR-Bench 1.0 (test A)	FinSTaR	Event Performance57.2	13	28d ago
SCM marginal shift	MST	ROC AUC1	9	3mo ago
Communities and Crime	Incremental MM^1	MSE0.0283	8	3mo ago
Dent maize genotypes (test)	Incremental MM*	MSE0.1156	7	3mo ago
Synthetic Sawtooth process	TNP w/ buffer	Average Predictive Density1.09	6	1mo ago
Synthetic Gaussian Processes	TNP-D	Average Predictive Density2.57	6	1mo ago
High-dimensional synthetic data (test)	Inc. MM	MSE4,397	6	3mo ago
GWHD (test)	ViT-B/16	Accuracy82.623	4	21d ago
Simulated data p=100 (test)	MIBoost	MSPE29.48	4	3mo ago
Simulated data (p=50) (test)	SaLASSO	MSPE29.18	4	3mo ago
NuScenes-S	FastDrive	State44	3	15d ago
CLEAR Control Group	Collapsed Gibbs	Time per 1000 Iterations287.85	3	3mo ago
CLEAR (Treatment Group)	Collapsed Gibbs	Time per 1000 Iterations232.64	3	3mo ago
Dent maize genotypes	-	MSE-	0	3mo ago

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