ResearchBenchmarksNear-Surface Air Temperature Estimation on NSAT regional dataset France 6-month AverageFollow2.27RMSESPyCer2.212.6153.023.425Mar 5, 2026Evaluation ResultsMethodMethodLinksRMSEMAESPyCerRuns=100 Monte Carlo runsRuns=100 Monte Carlo runs2026.032.271.83MLPRuns=100 Monte Carlo runsRuns=100 Monte Carlo runs2026.033.032.43GBRuns=100 Monte Carlo runsRuns=100 Monte Carlo runs2026.033.292.7RFRuns=100 Monte Carlo runsRuns=100 Monte Carlo runs2026.033.332.73LRRuns=100 Monte Carlo runsRuns=100 Monte Carlo runs2026.033.773.11