Datasets:
| dataset: | |
| name: llm-srbench__phys_osc__PO8 | |
| description: null | |
| splits: | |
| train: | |
| file: train.csv | |
| samples: 3500 | |
| ratio: 7 | |
| valid: | |
| file: valid.csv | |
| samples: 500 | |
| ratio: 1 | |
| id_test: | |
| file: id_test.csv | |
| samples: 500 | |
| ratio: 1 | |
| ood_test: | |
| file: ood_test.csv | |
| samples: 500 | |
| ratio: 1 | |
| ground_truth_formula: | |
| file: formula.py | |
| features: | |
| - name: x | |
| type: continuous | |
| train_range: [-1.6373300552368164, 1.0024025440216064] | |
| ood_range: [-1.6215900182724, 0.9595791101455688] | |
| description: Position at time t | |
| - name: t | |
| type: continuous | |
| train_range: [0.0080016003921627, 35.99919891357422] | |
| ood_range: [36.0072021484375, 40.0] | |
| description: Time | |
| - name: v | |
| type: continuous | |
| train_range: [-1.6106359958648682, 1.6113395690917969] | |
| ood_range: [-1.5551351308822632, 1.5090340375900269] | |
| description: Velocity at time t | |
| target: | |
| name: dv_dt | |
| type: continuous | |
| train_range: [-1.4007806777954102, 4.681754112243652] | |
| ood_range: [-1.26686692237854, 4.50766134262085] | |
| description: Acceleration in Nonl-linear Harmonic Oscillator | |
| license: MIT | |
| citation: | |
| arXiv: 2504.10415 | |
| title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' | |
| resources: | |
| - https://github.com/deep-symbolic-mathematics/llm-srbench | |
| - https://huggingface.co/datasets/nnheui/llm-srbench | |