ResearchBenchmarksInformation Extraction (Numerical Values) on MeltpoolNet 100 mapped row pairsFollow9.97Melting T MAE (K)MDA3.464847.374991.285135.1951May 5, 2026Evaluation ResultsMethodMethodLinksMelting T MAE (K)MDABackbone=Qwen-3.5-397B...Backbone=Qwen-3.5-397B, Open Source=true2026.059.97MDABackbone=GLM 5V Turbo,...Backbone=GLM 5V Turbo, Open Source=false2026.0513.9MDABackbone=GPT-5.4, Open...Backbone=GPT-5.4, Open Source=false2026.0582.88MDABackbone=Claude Opus 4...Backbone=Claude Opus 4.6, Open Source=false2026.05156.84MDABackbone=GPT-5.2, Open...Backbone=GPT-5.2, Open Source=false2026.05172.6