World Model Benchmark Explorer

Comparative analysis of predictive world models and operator-centric governance substrates. This dashboard maps normalized metrics from recent literature (V-JEPA 2, Genie 3, RWML, POWR) against the Aevion Neuroplastic target profile.

Architecture Classes
5
Benchmark Axes
5
Planning Paradigm
Type-2 Proof
Certification
DARPA/AFWERX

Comparative Performance Data

Radar Analysis

Technical Differentiation: The Koopman Governance Overlay

Aevion Neuroplastic

Koopman Governance Core

NN-ResDMD Estimator Neural Koopman approximation with minimized spectral residuals.
Dissipativity Gate LMI-based parameter projection to guarantee dynamical stability.
VULCAN JET Routing LLM-synthesized XAL fast-paths for heuristic optimization.
ProofSketcher Caching Hashed proof-obligation store for near-instant repair loops.
Pi Sheriff Receipts Lean 4 proof terms signed by Zymbit hardware for auditability.
SOTA Prior Art

JEPA / Simulation Stack

VLA-JEPA Dual-Pathway Encoder-based future prediction without pixel reconstruction.
Predictive Latent Alignment Energy-based learning of abstract world dynamics.
Genie 3 World Generation 24 fps interactive 720p environments from navigation prompts.
POWR Q-Function Operator-theoretic action-value estimation from world models.
RWML Gap Rewards Self-supervised improvement using sim-to-real latent gaps.