October 21, 2026
NVIDIA Kumo Relational predicts from raw tables with no training, beating gradient boosting by 4 points on RelBench

On RelBench, NVIDIA's model averages 4 points higher AUROC than gradient boosting on expert-built features (Hugging Face blog, Oct 21). It makes predictions directly from the database and needs no task-specific training.