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Update TabPFN-Rel results to use the fastdfs 1.2 feature cache - #65

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adrian/tabpfn-rel-fastdfs-1-2-results
Sep 30, 2026
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adrian/tabpfn-rel-fastdfs-1-2-results

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Generated by Claude Code

This reruns tabpfn-rel-client-2026-09-28 and tabpfn-rel-local-2026-09-28 on
all 21 tasks with DFS features from a cache built with fastdfs 1.2 and tabpfn-rel
0.0.5, replaces their rows in baseline_results/results.csv, and regenerates the
leaderboards. Most tasks change by well under 1%. The local submission improves
on rel-f1/driver-top3 (0.7223 → 0.8106 ROC-AUC) and the three rel-event tasks,
where the new cache's features differ most.

Per-task changes and provenance
  • Both submissions keep their configurations (seed 0, one default config). The
    API rows now record n_estimators: 8, the value the model already used, so
    their config_id changes.
  • Across 21 tasks the median change is about 0% for both models; the API model
    moves by more than 1% on two tasks, the local model on four.
  • Leaderboard (models): tabpfn-rel-client-latest 2054.6 → 2004.9 Elo,
    tabpfn-rel-local-latest 1837.9 → 1925.0; ranking order unchanged.

🤖 Generated with Claude Code

Rerun both 2026-09-28 submissions on the fastdfs 1.2 DFS cache with
tabpfn-rel 0.0.5 and regenerate the leaderboards.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
@adrian-prior
adrian-prior marked this pull request as ready for review September 30, 2026 11:11
@adrian-prior
adrian-prior merged commit 8c18a76 into main Sep 30, 2026
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