TabPFN's Pre-registered Training Curve Predictions Validated

Ziming Liu's team reported that TabPFN's pre-registered predictions hit all 14 checkpoints on the Marin Hero Run, and zero-shot TabPFN outperformed the fine-tuned LLM baseline NCPL across four corpora.

2026-10-31 ~ 2026-10-31 · 2 related posts

• Zero-shot TabPFN beats fine-tuned LLM NCPL at predicting training curves, results show — ZimingLiu11 · 2026-10-31
• Pre-registered training-curve forecast hits: TabPFN covers 14/14 later checkpoints — ZimingLiu11 · 2026-10-31