ResearchBenchmarksScientific Equation Discovery on Oscillator2 (OOD)Scientific Equation Discovery on Oscillator2 (OOD)Follow0NMSE OODPiT-PO-0.0003030.0017410.0037850.005829Feb 11, 2026Evaluation resultsMethodMethodLinksNMSE OODPiT-POBackbone=Llama-3.1-8BBackbone=Llama-3.1-8B2026.020LLM-SRBackbone=Llama-3.1-8BBackbone=Llama-3.1-8B2026.020PiT-POBackbone=Llama-3.2-3BBackbone=Llama-3.2-3B2026.020PiT-POBackbone=Llama-3.2-1BBackbone=Llama-3.2-1B2026.020LLM-SRBackbone=Llama-3.2-3BBackbone=Llama-3.2-3B2026.020.0001LLM-SRBackbone=Llama-3.2-1BBackbone=Llama-3.2-1B2026.020.0076