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Papers Benchmarks Datasets Tasks

Reranking research benchmarks – Page 4 · SOTA2 Research

Reranking

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

mxbai-rerank-large-v1

80.8Recall@10

5

May 28, 2026

Uncompressed Baseline

0.342NFCorpus Score

5

May 21, 2026

FinanceMTEB FinFact reranking

Qwen3-Reranker-8B

99.7MAP

5

May 8, 2026

CMedQA v2 (test)

Qwen3-Reranker-8B

85.36MAP

5

May 8, 2026

MemReranker-0.6B

98.71MAP

5

May 8, 2026

NFCorpus (test)

74.56MAP

5

May 8, 2026

TriviaQA (TQ) (dev)

0.177MRR

4

Feb 26, 2026

TriviaQA (TQ) (test)

BART-GST-A + FiD-reader

83.3Top5 Accuracy

4

Feb 26, 2026

TriviaQA (TQ) (dev)

BART-GST-A + FiD-reader

83.5Top-5 Accuracy

4

Feb 26, 2026

14.9NDCG@10 (Camera)

2

Jun 9, 2026

Meituan food delivery platform online A/B (test)

2.89CTR Uplift

2

Apr 8, 2026

45.51Stac Score

2

Feb 26, 2026

Industrial Short-Video Platform online A/B (test)

0.146Overall App Time Change (%)

1

May 12, 2026

Map of Encoders

0.861Spearman Correlation

1

Feb 26, 2026

PD Dataset 1.0 (test)

—

—Precision

0

Feb 26, 2026

PD Dataset 1.0 (All)

—

—Precision

0

Feb 26, 2026

Page 4 of 4

Popular datasets

BEIR MTEB PD Dataset MovieLens TriviaQA

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