Verified71%Harbor: pendingMath

SVAMP

Simple Variations on Arithmetic Math word Problems

SVAMP — AI evaluation benchmark listed by opencompass.

How to run

ltb · svamp
$ npm i -g lettokenburn-cli
$ ltb bench pull svamp

External harness. pip install opencompass && opencompass --models <model_cfg> --datasets svamp_gen (OpenCompass dataset config dir 'SVAMP') https://github.com/open-compass/opencompass

Runs happen on your machine with your own subscription; only the score summary is pushed. CLI docs

Scores

3 sourced entries
HarnessSourceConfidenceLink
llama 269.2N/AIndependentmediumJul 18, 2023arxiv.org
PALM62.1N/AIndependentmediumMay 24, 2022arxiv.org
PALM58.8N/AIndependentmediumMay 24, 2022arxiv.org

Every number links to where it was published. Low-confidence rows are muted and need per-cell verification.

Reproduced by the community

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About

A challenge set for elementary-level Math Word Problems (MWP). An MWP consists of a short Natural Language narrative that describes a state of the world and poses a question about some unknown quantities.

The examples in SVAMP test a model across different aspects of solving MWPs: 1) Is the model question sensitive? 2) Does the model have robust reasoning ability? 3) Is it invariant to structural alterations?