SOTA Regression benchmarks and papers with code

Benchmarks

Dataset Name	SOTA Method	Metric
Dst index (test)	PARIS	RMSE14.33	126	1mo ago
Communities and Crime 1990 US Census / 1990 US LEMAS / 1995 FBI UCR (test (20%))	RPWithPrior	MSE (Mean)0.0177	78	1mo ago
Criteo Sponsored Search Conversion Log (test)	Unbiased	MSE2,798.53	78	1mo ago
California Housing Standard (test)	RPWithPrior	MSE0.5852	78	1mo ago
California Housing		MSE0.089	71	1mo ago
synthetic datasets #2 (test)	PNC predictor	MSE0	64	1mo ago
synthetic datasets #1 1.0 (test)	PNC predictor	MSE0	64	1mo ago
TabArena Regression		Avg Balanced Acc70.11	56	1mo ago
CARTE Regression 40		Average Balanced Accuracy0.621	56	1mo ago
California Housing (CH) (test)		MSE0.0224	52	1mo ago
wine	Bw-SQ	MSE0.518	49	1mo ago
sulfur		MSE0.091	49	1mo ago
cpu_act	Bw-SQ	MSE0.016	49	1mo ago
superconduct	Bw-SQ	MSE0.078	49	1mo ago
fried		MSE0.043	49	1mo ago
Yacht	CARD	RMSE0.65	49	1mo ago
TabArena Lite	AutoGluon 1.3	Elo1,779	48	11d ago
UCI ENERGY (test)	nGEM	Negative Log Likelihood-4.18	47	11d ago
CA Housing	CatBoost	RMSE0.4303	45	1mo ago
PovertyMap (test)	FGDRO-KL-Adam	Worst-U/R Pearson Correlation0.7827	43	1mo ago
Synthetic weakly-periodic Interpolation (INT)	ConvGNP	Normalized KL Divergence0.01	43	1mo ago
Vascular flow		Metric A98.81	40	25d ago
california	TabM	R2 Score84.32	40	29d ago
Synthetic (weakly-periodic) Out-of-input-distribution (OOID)	ConvGNP	NKL Divergence0.01	39	1mo ago
UCI CONCRETE (test)	MNF	Neg Log Likelihood-3.35	37	1mo ago

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