Codesota · Reasoning · Commonsense Reasoning · CommonsenseQATasks/Reasoning/Commonsense Reasoning
Commonsense Reasoning · benchmark dataset · 2019 · EN

CommonsenseQA.

12,247 multiple choice questions requiring commonsense reasoning about everyday concepts.

Paper Download datasetSubmit a result
§ 01 · Leaderboard

Best published scores.

5 results indexed across 1 metric. Shaded row marks current SOTA; ties broken by submission date.


Primary
accuracy · higher is better
accuracy· primary
5 rows
#ModelOrgSubmittedPaper / codeaccuracy
01GPT-4oAPIOpenAIDec 2025openai-blog85.40
02Claude 3.5 SonnetAPIAnthropicDec 2025anthropic-blog83.20
03Llama 3 70BOpenMetaDec 2025meta-blog80.90
04BitNet b1.58 2B4TApr 2025BitNet b1.58 2B4T Technical Report · code71.58
05SmoLM2 (1.7B)Feb 2025SmolLM2: When Smol Goes Big -- Data-Centric Training of … · code43.60
Fig 2 · Rows sorted by score within each metric. Shaded row marks SOTA. Dates reflect model or paper release where available, otherwise the date Codesota accessed the source.
§ 03 · Progress

3 steps
of state of the art.

Each row below marks a model that broke the previous record on accuracy. Intermediate submissions are kept in the leaderboard above; only SOTA-setting entries are re-listed here.

Higher scores win. Each subsequent entry improved upon the previous best.

SOTA line · accuracy
  1. Feb 4, 2025SmoLM2 (1.7B)43.60
  2. Apr 16, 2025BitNet b1.58 2B4T71.58
  3. Dec 17, 2025GPT-4oOpenAI85.40
Fig 3 · SOTA-setting models only. 3 entries span Feb 2025 Dec 2025.
§ 04 · Literature

2 papers
tied to this benchmark.

Every paper below corresponds to at least one row in the leaderboard above. Click through for the arXiv preprint and, when available, the reference implementation.

§ 06 · Contribute

Have a score that beats
this table?

Submit a checkpoint and a reproduction script. We will run it, publish the score, and — if it takes the top — annotate the step on the progress chart with your name.

Submit a result Read submission guide
What a submission needs
  • 01A public checkpoint or API endpoint
  • 02A reproduction script with frozen commit + seed
  • 03Declared evaluation environment (Python, deps)
  • 04One row per metric declared by this dataset
  • 05A contact so we can follow up on discrepancies