# Numerical Reasoning on NUPA (aggregated) Source: [Numerical Reasoning on NUPA (aggregated)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:42:28.258Z Evaluation of model performance on the aggregated split of the NUPA dataset for numerical reasoning tasks, measured by Exact Match, Digit Match, and d-Length. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Numerical Reasoning | | Dataset (including any stated split) | NUPA (aggregated) | | Metric | Exact Match | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 4 of 4 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [Exact Match](): Higher is better; unit: PERCENT. - [Digit Match](): Higher is better; unit: PERCENT. - [d-Length](): Lower is better; unit: SCALAR. ## Recorded results | Method | Exact Match | Result date | Report paper | | --- | --- | --- | --- | | NumValue-RNN | 72.4 | Not recorded | 69687483e25ad2fa9d1ec536 | | NumValue-MLP | 72 | Not recorded | 69687483e25ad2fa9d1ec536 | | Standard Transformer | 68.7 | Not recorded | 69687483e25ad2fa9d1ec536 | | Numerologic | 63.3 | Not recorded | 69687483e25ad2fa9d1ec536 | ### NumValue-RNN Exact Match: 72.4. Result ID: 699684375698665ec4cc6f5c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### NumValue-MLP Exact Match: 72. Result ID: 699684375698665ec4cc6f5b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Standard Transformer Exact Match: 68.7. Result ID: 699684375698665ec4cc6f59. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Numerologic Exact Match: 63.3. Result ID: 699684375698665ec4cc6f5a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.