Datasets:
| dataset: | |
| name: llm-srbench__phys_osc__PO4 | |
| 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: [-1.0717662572860718, 1.1546260118484497] | |
| ood_range: [-0.6815366744995117, 0.5948907732963562] | |
| description: Position at time t | |
| - name: t | |
| type: continuous | |
| train_range: [0.0, 35.99919891357422] | |
| ood_range: [36.0072021484375, 40.0] | |
| description: Time | |
| - name: v | |
| type: continuous | |
| train_range: [-1.5886174440383911, 1.5613446235656738] | |
| ood_range: [-0.7556802034378051, 1.049873113632202] | |
| description: Velocity at time t | |
| target: | |
| name: dv_dt | |
| type: continuous | |
| train_range: [-2.257596015930176, 2.1576192378997803] | |
| ood_range: [-1.3500444889068604, 1.1879709959030151] | |
| 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 | |