CODEWITHSUNDEEP
machine-learningbenchmarking
lmsasu
lmsasu

Reputation: 7583

What machine learning benchmarks are out there?

What repositories for machine learning benchmarks do you know?

Upvotes: 10

Views: 3324

Answers (6)

David Batista
David Batista

Reputation: 3134

If you are looking specifically for Machine Learning applied to NLP, this is a very well curated resource:

http://nlpprogress.com/

Essentially, it's web page (github repo) to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

Upvotes: 1

Michael Schock
Michael Schock

Reputation: 575

MLPerf appears to be the emerging industry/academia-backed ML benchmarking suite. The repo is here.

Upvotes: 2

Davide
Davide

Reputation: 17808

Here there is a list (most are UCI)

Upvotes: 1

Pete
Pete

Reputation: 2344

Try the UCI Machine Learning Repository

http://archive.ics.uci.edu/ml/

Upvotes: 3

Arafangion
Arafangion

Reputation: 11910

Most machine learning systems are highly specific, and as such, a benchmark between them is not likely to be useful.

A system that works well at learning how to recognise spoken english (and thus typing up speech), would not neccessarily work well at finding the shortest path in the travelling salesperson problem.

Upvotes: 1

Mark Davidson
Mark Davidson

Reputation: 5513

I've used Weka in the past its very good and has lot of benchmarking stuff in it.

Upvotes: 0

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