ARC-Challenge
Harbor: pendingARC-Challenge — AI evaluation benchmark listed by opencompass.
- Samples
- N/A
- Released
- N/A
- Scores
- 26
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.
$ 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
| Harness | Source | Confidence | Link | |||
|---|---|---|---|---|---|---|
| PaLM 2-L | 96.0 | N/A | Independent | medium | May 17, 2023 | arxiv.org |
| GPT-3-175B | 92.0 | N/A | Independent | medium | May 28, 2020 | arxiv.org |
| GPT-3-175B | 91.0 | N/A | Independent | medium | May 28, 2020 | arxiv.org |
| PaLM 2-M | 90.0 | N/A | Independent | medium | May 17, 2023 | arxiv.org |
| PaLM 2-S | 89.0 | N/A | Independent | medium | May 17, 2023 | arxiv.org |
| GPT-NeoX | 88.0 | N/A | Independent | medium | Mar 30, 2023 | arxiv.org |
| GPT-3-175B | 87.0 | N/A | Independent | medium | May 28, 2020 | arxiv.org |
| OPT 66B | 86.0 | N/A | Independent | medium | Mar 30, 2023 | arxiv.org |
| GPT-3 13B | 86.0 | N/A | Independent | medium | May 28, 2020 | arxiv.org |
| UL2 20B | 85.0 | N/A | Independent | medium | May 10, 2022 | arxiv.org |
| BLOOM 176B | 84.0 | N/A | Independent | medium | Mar 30, 2023 | arxiv.org |
| GPT-3 Large 760M | 73.0 | N/A | Independent | medium | May 28, 2020 | arxiv.org |
Every number links to where it was published. Low-confidence rows are muted and need per-cell verification.
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