Auto43%Harbor: pendingMultimodal

COPA

Choice of Plausible Alternatives

The Choice Of Plausible Alternatives (COPA) evaluation provides researchers with a tool for assessing progress in open-domain commonsense causal reasoning.

How to run

ltb · copa
$ npm i -g lettokenburn-cli
$ ltb bench info copa

External harness. No Harbor adapter has been generated for this benchmark yet. `ltb bench info` prints the known links.

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

Scores

12 sourced entries
HarnessSourceConfidenceLink
PaLM 2-L96.0N/AIndependentmediumMay 17, 2023arxiv.org
GPT-3-175B92.0N/AIndependentmediumMay 28, 2020arxiv.org
GPT-3-175B91.0N/AIndependentmediumMay 28, 2020arxiv.org
PaLM 2-M90.0N/AIndependentmediumMay 17, 2023arxiv.org
PaLM 2-S89.0N/AIndependentmediumMay 17, 2023arxiv.org
GPT-NeoX88.0N/AIndependentmediumMar 30, 2023arxiv.org
GPT-3-175B87.0N/AIndependentmediumMay 28, 2020arxiv.org
OPT 66B86.0N/AIndependentmediumMar 30, 2023arxiv.org
GPT-3 13B86.0N/AIndependentmediumMay 28, 2020arxiv.org
UL2 20B85.0N/AIndependentmediumMay 10, 2022arxiv.org
BLOOM 176B84.0N/AIndependentmediumMar 30, 2023arxiv.org
GPT-3 Large 760M73.0N/AIndependentmediumMay 28, 2020arxiv.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

The Choice Of Plausible Alternatives (COPA) evaluation provides researchers with a tool for assessing progress in open-domain commonsense causal reasoning. COPA consists of 1000 questions, split equally into development and test sets of 500 questions each. Each question is composed of a premise and two alternatives, where the task is to select the alternative that more plausibly has a causal relation with the premise. The correct alternative is randomized so that the expected performance of randomly guessing is 50%.

Source: Choice of Plausible Alternatives (COPA) Image Source: https://people.ict.usc.edu/~gordon/copa.html