Update README.md

README.md

@@ -67,6 +67,8 @@ configs:
 
 A NeurIPS 2026 Datasets & Benchmarks-track corpus for **contextual financial reasoning under macroeconomic scenarios** across **4,416 U.S. small- and micro-cap equities (2021-01-04 — 2026-03-31)**. MacroLens unifies seven tasks over a single point-in-time panel: contextual time-series forecasting, public valuation, financial-statement generation, scenario-conditioned return forecasting, private-company valuation, generator evaluation from natural-language descriptions, and real-estate valuation.
 
+![visual_summary](https://cdn-uploads.huggingface.co/production/uploads/65dff6bdd546250b182edb86/Mgfj8GAlsTttSInIn7TmX.png)
+
 | Task | Type | Output |
 |---|---|---|
 | **T1** Contextual Forecasting | Time-series | Horizon-length close trajectory |