ResearchBenchmarksNear-Surface Air Temperature Estimation on NSAT regional dataset France July 2025Follow2.46RMSESPyCer2.40282.78893.1753.5611Mar 5, 2026Evaluation ResultsMethodMethodLinksRMSEMAESPyCerRuns=100 Monte Carlo runsRuns=100 Monte Carlo runs2026.032.462.05MLPRuns=100 Monte Carlo runsRuns=100 Monte Carlo runs2026.033.12.55GBRuns=100 Monte Carlo runsRuns=100 Monte Carlo runs2026.033.452.9RFRuns=100 Monte Carlo runsRuns=100 Monte Carlo runs2026.033.522.96LRRuns=100 Monte Carlo runsRuns=100 Monte Carlo runs2026.033.893.26