Variational Inference
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
-96.32Negative ELBO
52
Mar 10, 2026
-112.7Test Log Likelihood
30
Feb 26, 2026
177Convergence Iterations
18
Feb 26, 2026
-7,913.84ELBO (nats)
9
Feb 26, 2026
-6,289.6ELBO (nats)
9
Feb 26, 2026
-10,111.81ELBO (nats)
9
Feb 26, 2026
-4,085.61ELBO (nats)
9
Feb 26, 2026
-8,657.78ELBO (nats)
9
Feb 26, 2026
-37,331.12ELBO (nats)
9
Feb 26, 2026
-6,751.77ELBO (nats)
9
Feb 26, 2026
-8,279.93ELBO (nats)
9
Feb 26, 2026
-13,512.54ELBO (nats)
9
Feb 26, 2026
-33,793.96ELBO (nats)
9
Feb 26, 2026
-26,569.5ELBO (nats)
9
Feb 26, 2026
-7,157.99ELBO (nats)
9
Feb 26, 2026
-0.1Log Evidence (Z)
8
Feb 26, 2026
0Log Z
8
Feb 26, 2026
-3.8ELBO
7
Feb 26, 2026
0.15Evaluation Time (min)
7
Feb 26, 2026
104.62Negative ELBO
5
Feb 26, 2026
99Neg ELBO
5
Feb 26, 2026
4.4Negative ELBO
5
Feb 26, 2026
83.32Negative ELBO
5
Feb 26, 2026
104.03Negative ELBO (nats)
5
Feb 26, 2026
4.39Negative ELBO (bits/dim)
5
Feb 26, 2026