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Tabular Prediction research benchmarks · SOTA2 Research

Tabular Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

TabArena all 51 datasets

TabPFN-3-Thinking

1,800Elo Rating

38

Jun 2, 2026

TabArena small (full 681 tasks)

1,723Elo Rating

26

May 15, 2026

TabArena medium 10k-100k (full)

TabPFN-3-Thinking

2,146Elo Rating

26

May 15, 2026

TabReD (original temporal splits)

96.34HI AUC

17

Feb 26, 2026

0.7Score

17

Feb 26, 2026

Transformer-PLR

0.864Score

7

Feb 26, 2026

2.975Error

5

Feb 26, 2026

FT-Transformer+TRC

0.884Score

3

Mar 18, 2026

4.936Score

3

Mar 18, 2026

82Score

3

Mar 18, 2026

559.68Score

3

Mar 18, 2026

Popular datasets

TabArena CH GE HO DI

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