In the industry, cross-validation is a good measure of the model's utility, which is what matters in the end. But I agree that academia definitely should report some measure of uncertainty particularly in benchmarks.
Nexus, Artifactory, etc exist.
In the industry, cross-validation is a good measure of the model's utility, which is what matters in the end. But I agree that academia definitely should report some measure of uncertainty particularly in benchmarks.