| license: mit | |
| task_categories: | |
| - text-classification | |
| - text-generation | |
| language: | |
| - en | |
| tags: | |
| - science | |
| - fact-checking | |
| - claim-verification | |
| - adaption | |
| - autoscientist | |
| - owid | |
| - who | |
| - world-bank | |
| - cdc | |
| size_categories: | |
| - n<1K | |
| # Numeric Claim Verifier (Science) — Adaption AutoScientist | |
| Programmatically verified prompt/completion pairs for scientific and statistical **numeric claim verification**. | |
| ## Labels | |
| - `correct` — claim matches ground-truth tables | |
| - `wrong_direction` — trend/sign reversed | |
| - `wrong_magnitude` — right direction, wrong size (25–70% offset) | |
| - `unverifiable` — no matching source row (real entity + absent metric) | |
| ## Sources | |
| - Our World in Data CO₂ / Energy | |
| - WHO GHO life expectancy | |
| - World Bank life expectancy | |
| - CDC leading causes of death | |
| All `true_value`s are recomputed from downloaded raw files (never hand-typed). | |
| ## Adaption | |
| - **Dataset ID:** `8b2324dc-2fab-4992-9bde-8c246516d737` | |
| - **Name:** `quantitative_claim_verification` | |
| - Best AutoScientist win rate: **64.51%** (Llama 3.3 70B LoRA) | |
| ## Columns | |
| - `prompt` | |
| - `completion` | |
| ## Citation | |
| Adaption AutoScientist Challenge — Science category (Hack India). | |