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Query Performance Prediction research benchmarks · SOTA2 Research

Query Performance Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

TREC DL'19 and DL'20 (2-fold train-test)

40.33AP-τ

48

May 1, 2026

0.679Spearman Correlation

20

Jun 4, 2026

0.486Spearman Correlation

20

Jun 4, 2026

0.713Spearman Correlation

20

Jun 4, 2026

0.636Spearman Correlation

20

Jun 4, 2026

TREC DL'19 and DL'20 (2-fold)

41.76AP (τ)

16

May 1, 2026

TREC DL 2022 (test)

QV-G^1-R^2-SBERT

28.56AP-τ

9

May 1, 2026

TREC DL 2021 (test)

QV-G^1-R^2-BM25

0.287AP-τ

9

May 1, 2026

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