Stronger zero-shot ≠ faster adaptation: GR00T N1.5 beats N1.7 in fine-tuning

rahulshivchand · x · 2026-11-11

Stronger zero-shot models are not always more sample-efficient: GR00T N1.7 beats N1.5/N1.6 zero-shot, yet N1.5 consistently adapts faster and achieves higher success at low demo budgets—suggesting leaderboard zero-shot scores don't predict fine-tuning performance.

Related event: New paper quantifies VLA sample efficiency: pi0.5 needs 2-5x fewer demos than GR00T N1.7(8 posts)→

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