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Papers Benchmarks Datasets Tasks

Stability prediction research benchmarks · SOTA2 Research

Stability prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ESM2-150M EMA (4h) EMA

0.748Spearman Correlation

32

May 11, 2026

Matbench-Discovery unique structure prototypes

84.7F1 Score

30

May 21, 2026

TAPE Stability (test)

0.77Pearson Correlation (rho)

10

Feb 26, 2026

Stability Biomap (test)

Masked-pos MLM+JEPA

4W/L/T Counts

1

May 11, 2026

Popular datasets

TAPE Stability Matbench-Discovery Biomap

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