Evaluating Weakly Supervised Object Localization Methods Right (CVPR 2020)

Leakage-audit and prevention framework for Alzheimer's disease MRI deep learning benchmarks. Validated across Kaggle, OASIS-1, and ADNI.

Capability Schema Spec defines a shared semantic language for world model evaluation. Standardize capability definition, observation, and verification across models and benchmarks. Not a benchmark—a shared language. Define • Observe • Verify

Reference implementation of the Capability Schema Specification. Proves that world model capabilities can be defined, observed, and verified in practice — with real checkpoints, real simulators, and real scores. Define • Observe • Verify • Deliver

A Unified Safety-Centric Benchmark for Quadruped Robot Locomotion and Fall Recovery