# E2A-Bench: Benchmarking Evidence-to-Action Reliability in Financial Chart Reasoning > Source: > Published: 2026-09-15 14:00:03+00:00 Can financial vision-language models (VLMs) turn chart evidence into reliable action recommendations? Existing hallucination evaluations are mostly claim-centric; they assess whether generated statements are supported, but not whether evidence remains traceable through rationale, confidence, and fin