OGBench

OgBench: Benchmarking Graph Neural Networks on Omics Data OgBench is the first benchmark suite for graph-level prediction in the n ≪ p regime characteristic of omics data, where the number of patient samples n is much smaller than the number of nodes (genes or proteins) p per graph. Datasets This repository contains fo

Papers using OGBench (5)

Goal Sets, Not Goal States: Queryable Robot Goals through Goal-Set Hindsight Relabeling2026Aligning Flow Map Policies with Optimal Q-Guidance2026DAG-STL: A Hierarchical Framework for Zero-Shot Trajectory Planning under Signal Temporal Logic Specifications2026Latent Policy Steering through One-Step Flow Policies2026Mean Flow Policy with Instantaneous Velocity Constraint for One-step Action Generation2026