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Code and text retrieval research benchmarks · SOTA2 Research

Code and text retrieval

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

BEIR-ArguAna control

36.1NDCG@10

2

May 19, 2026

BEIR-NFCorpus control

0.306NDCG@10

2

May 19, 2026

CoIR-JavaScript (HELD)

36.2NDCG@10

2

May 19, 2026

CoIR-PHP (HELD)

0.373NDCG@10

2

May 19, 2026

CoIR-Python (HELD)

0.727NDCG@10

2

May 19, 2026

CoIR Ruby (dev)

37NDCG@10

2

May 19, 2026

CoIR Java (dev)

38.3NDCG@10

2

May 19, 2026

48.7NDCG@10

2

May 19, 2026

Popular datasets

COIR BEIR NFCorpus CoIR-Python CoIR-PHP BEIR-ArguAna

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