SOTA Bayesian Inference benchmarks and papers with code

Benchmarks

Dataset Name	SOTA Method	Metric
Bayesian Inverse Problems Task 5 1.0		C2ST100	17	23d ago
Bayesian Inverse Problems Task 4 1.0		C2ST92	17	23d ago
Bayesian Inverse Problems Task 3 1.0	DPS	C2ST99.8	17	23d ago
Bayesian Inverse Problems Task 2 1.0		C2ST90.9	17	23d ago
Bayesian Inverse Problems Task 1 1.0		C2ST80.2	17	23d ago
Sonar 61D	OSDS	ELBO-50.58	6	4mo ago
Ionosphere 35D	OSDS	ELBO-86.68	6	4mo ago
Cancer 31D	PIS	ELBO39.54	6	4mo ago
Seeds 26D	OSDS	ELBO-44.35	6	4mo ago
Credit 25D	OSDS	ELBO-501.74	6	4mo ago
Brownian 32D	DDS	ELBO0.51	5	4mo ago
Inpainting	TR	Control Error0.0052	4	1mo ago
Random linear sensing	TR	Control Error0.0044	4	1mo ago
Bayesian Phylogenetic Inference 11 leaves	SB-GFlowNet	Training Time (s)2,303.99	2	4mo ago
Bayesian Phylogenetic Inference 9 leaves	SB-GFlowNet	Training Time (s)1,714.49	2	4mo ago
Bayesian Phylogenetic Inference 7 leaves	SB-GFlowNet	Training Time (s / 20k epochs)1,279.68	2	4mo ago
IRT Ns = 400	NUTS	Min-ESS314	1	3mo ago
SV T = 100	NUTS	Min-ESS156	1	3mo ago
LGCP M = 100	NUTS	Min-ESS7,994	1	3mo ago
Brownian Motion (T = 50)	NUTS	Min-ESS2,280	1	3mo ago
Radon J = 85	NUTS	Min-ESS3,367	1	3mo ago
Eight Schools	NUTS	Min-ESS1,149	1	3mo ago

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