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Papers Benchmarks Datasets Tasks

Scientific Document Retrieval research benchmarks · SOTA2 Research

Scientific Document Retrieval

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

DORIS-MAE (test)

13.08M@10

26

Feb 26, 2026

20.85M@10

26

Feb 26, 2026

SBERT-supervised

90.4Cite

22

Feb 26, 2026

LongEval-Sci Task 1 (DCTR) (Snapshot 3)

custom-lexical-FT-T

0.18ARP (nDCG@10)

7

Jul 7, 2026

LongEval-Sci Task 1 (DCTR) (Snapshot 2)

custom-lexical-FT-T

26.7ARP (nDCG@10)

7

Jul 7, 2026

LongEval-Sci Task 1 (DCTR) (Snapshot 1)

custom-lexical-FT-T

28.5ARP (nDCG@10)

7

Jul 7, 2026

Popular datasets

LongEval-Sci SCIDOCS LongEval CSFCube DORIS-MAE

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