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Papers Benchmarks Datasets Tasks

Entity Linking research benchmarks – Page 2 · SOTA2 Research

Entity Linking

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

82.43Precision

13

May 22, 2026

97.06Precision

13

May 22, 2026

MedProcNER Spanish

LongBEL-8B + Ensemble

71Recall@1

13

May 14, 2026

DisTEMIST Spanish

LongBEL-8B + Ensemble

65.8Recall@1

13

May 14, 2026

SympTEMIST Spanish

LongBEL-8B + Ensemble

63.3Recall@1

13

May 14, 2026

QUAERO-EMEA French

LongBEL-8B + Ensemble

0.776Recall@1

13

May 14, 2026

MM-ST21PV English

LongBEL-8B + Ensemble

80Recall@1

13

May 14, 2026

Predict-UNK baseline

44.57Accuracy

13

Feb 26, 2026

91.18Precision

13

May 22, 2026

ETHZ-Attn + DCA-SL

94.57Micro F1

13

Feb 26, 2026

AIDA and Out-of-domain (MSNBC, Derczynski, KORE50, N3-Reuters-128, N3-RSS-500, OKE-15, OKE-16) (test)

86.4AIDA Performance

12

Feb 26, 2026

0.831Micro F1

12

Feb 26, 2026

SPACCC spanish (test)

Llama-3-8B + SynCABEL

67Recall@1

11

Feb 26, 2026

QUAERO-EMEA french (test)

Llama-3-8B + SynCABEL

79Recall@1

11

Feb 26, 2026

QUAERO-MEDLINE french (test)

Llama-3-8B + SynCABEL

79.7Recall@1

11

Feb 26, 2026

MM-ST21PV english (test)

Llama-3-8B + SynCABEL

75.4Recall@1

11

Feb 26, 2026

OKE 16 (out-of-domain)

59.5InKB micro F1

11

Feb 26, 2026

OKE15 (out-of-domain)

65.1InKB micro F1

11

Feb 26, 2026

N3-RSS-500 (out-of-domain)

43InKB micro F1

11

Feb 26, 2026

N3-Reuters-128 (out-of-domain)

58.1InKB micro F1

11

Feb 26, 2026

KORE50 (out-of-domain)

0.728InKB micro F1

11

Feb 26, 2026

94.7Micro Accuracy

11

Feb 26, 2026

91.38Precision

10

Feb 26, 2026

LC-QuAD 1.0 (test)

91.1Precision

10

Feb 26, 2026

Micropost 2016 (test)

77.9Macro F1

10

Feb 26, 2026

Page 2 of 5

Popular datasets

AIDA OKE MSNBC AQUAINT ACE

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