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DBP

Benchmarks

Task NameDataset NameSOTA ResultTrend
Entity AlignmentDBP ZH-EN 15K
Hits@10.8864
47
Entity AlignmentDBP JA-EN 15K
Hits@199.1
40
Text ClusteringDBp F
Accuracy96.8
39
Text ClusteringDBp B
Accuracy98.7
25
Fact PredictionDBP-5L English 1.0 (10% test)
Hits@114.4
12
Tail Entity PredictionDBP-5L ES
Hits@133
11
Tail Entity PredictionDBP-5L EL
Hits@141.9
11
Multilingual Knowledge Graph CompletionDBP-5L English (test)
Hits@131.7
9
Knowledge Graph CompletionDBP-5L
EL H@130.8
8
Sentiment AnalysisDBP (test)
Accuracy98.7
8
Entity AlignmentDBP EN-FR 2.0 consolidated
Precision23.1
7
Entity AlignmentDBP FR-EN 2.0 consolidated
Precision26.5
7
Entity AlignmentDBP EN-JA 2.0 consolidated
Precision0.251
7
Entity AlignmentDBP JA-EN 2.0 consolidated
Precision32.4
7
Entity AlignmentDBP EN-ZH 2.0 consolidated
Precision24.1
7
Entity AlignmentDBP ZH-EN 2.0 consolidated
Precision31.2
7
Dangling DetectionDBP EN-FR 2.0
Precision73.2
7
Dangling DetectionDBP FR-EN 2.0
Precision61.5
7
Dangling DetectionDBP EN-JA 2.0
Precision88.8
7
Dangling DetectionDBP JA-EN 2.0
Precision81.6
7
Dangling DetectionDBP EN-ZH 2.0
Precision89.2
7
Dangling DetectionDBP ZH-EN 2.0
Precision81.1
7
Text ClassificationDBP (test)
Parameters (M)690.72
7
Entity AlignmentDBP
MRR58.8
6
Multilingual Knowledge Graph AlignmentDBP1.0 EN-DE-15K V2 (test)
Hits@197.8
6
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