SOTA Regression benchmarks and papers with code

Benchmarks

Dataset Name	SOTA Method	Metric
Dst index (test)	PARIS	RMSE14.33	126	3d ago
Communities and Crime 1990 US Census / 1990 US LEMAS / 1995 FBI UCR (test (20%))	RPWithPrior	MSE (Mean)0.0177	78	3d ago
Criteo Sponsored Search Conversion Log (test)	Unbiased	MSE2,798.53	78	3d ago
California Housing Standard (test)	RPWithPrior	MSE0.5852	78	3d ago
synthetic datasets #2 (test)	PNC predictor	MSE0	64	3d ago
synthetic datasets #1 1.0 (test)	PNC predictor	MSE0	64	3d ago
TabArena Regression		Avg Balanced Acc70.11	56	3d ago
CARTE Regression 40		Average Balanced Accuracy0.621	56	3d ago
California Housing (CH) (test)		MSE0.0224	52	3d ago
Yacht	CARD	RMSE0.65	49	3d ago
CA Housing	CatBoost	RMSE0.4303	45	3d ago
PovertyMap (test)	FGDRO-KL-Adam	Worst-U/R Pearson Correlation0.7827	43	3d ago
Synthetic weakly-periodic Interpolation (INT)	ConvGNP	Normalized KL Divergence0.01	43	3d ago
UCI ENERGY (test)	nGEM	Negative Log Likelihood-4.18	42	3d ago
Synthetic (weakly-periodic) Out-of-input-distribution (OOID)	ConvGNP	NKL Divergence0.01	39	3d ago
UCI CONCRETE (test)	MNF	Neg Log Likelihood-3.35	37	3d ago
Friedman 10	Relevance Pursuit	RMSE0.0484	36	3d ago
Friedman 5	Relevance Pursuit	RMSE0.0729	36	3d ago
Neal	Relevance Pursuit	RMSE0.0379	36	3d ago
ACSIncome (test)		RMSE0.332	34	3d ago
UCI YACHT (test)	SLANG	Negative Log Likelihood-1.88	33	3d ago
Synthetic Matérn-5/2 Interpolation (INT)	ConvGNP	Normalized KL Divergence0	32	3d ago
Synthetic Sawtooth (Interpolation)	ConvGNP	Normalized Log-Likelihood4.11	29	3d ago
YE	Deep Lasso	Negative RMSE-0.776	29	3d ago
MI	XGBoost	Negative RMSE-0.892	29	3d ago

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