Architectures

Twenty-eight architectures, one shared metric.

All architecture cards below are ranked on the same number: best-cell walk-forward cross-sectional IC from the latest run. This replaces legacy references and keeps architecture comparison apples-to-apples.

28 empirically tested
11 families
116 hyperparameter cells
5 seeds per cell
ranking metric: best-cell WF IC
Analysis focus
Single-coin specialists
Per-coin specialist ranking and deployment shortlist.
Single-arch cross-sectional
Each architecture run as a standalone cross-sectional book.
Cross-sectional ensemble
Diversified blend across architectures; portfolio-level benchmark.
Latest run · Phase 1.7 walk-forward (Q2 2026, held-out) · research snapshot 2026-05-28 · live grid below is canonical
43 / 114
cells with reliable positive cross-sectional IC (t > +2) on the walk-forward window
+0.063
strongest single-arch WF cross-sectional IC — LightGBM Rank (ICIR +3.7, t +8.2)
+1.91
net Sharpe of the diversified cross-arch ensemble (k5/5 dollar-neutral, 4 bps/leg)
6
arms with reliable negative IC (t < −2) — tradeable by sign-flip, not discarded

Cards below are automatically ranked by latest run walk-forward IC using a shared definition across all architectures. Use this page as the architecture lens; use Training/Leaderboard for specialist and ensemble strategy analysis.