ResearchBenchmarksRegression on Private DatasetRegression on Private DatasetFollow10,671MAEEAFD10,639.3610,852.9311,066.511,280.07Mar 16, 2026Evaluation resultsMethodMethodLinksMAEPercentage Difference (Δ%)EAFDBase Embedding=NTPBase Embedding=NTP2026.0310,671-1.55NTP2026.0310,839—EAFDBase Embedding=CoLESBase Embedding=CoLES2026.0310,933-3.87EAFDBase Embedding=LLM4ESBase Embedding=LLM4ES2026.0311,108-3.09CoLES2026.0311,373—LLM4ES2026.0311,462—