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ECHR

Benchmarks

Task NameDataset NameSOTA ResultTrend
Document ClassificationECHR
Macro F1 Score57.74
16
Instruction-following clusteringECHR (C2)
V-measure66.39
13
Instruction-following clusteringECHR (C1)
V-measure85.79
13
Instruction-following clusteringECHR (C0)
V-measure85.75
13
ClusteringECHR C2
V-measure66.39
12
ClusteringECHR C1
V-measure84.8
12
ClusteringECHR C0
V-measure84.05
12
Binary violation predictionECHR Non-Anonymized (test)
Macro Precision0.904
7
Text RewritingECHR court cases
Linkability Proportion (arity=1)0.1
6
Private Information TaggingECHR (test)
F1 Score67.3
5
Document ClassificationECHR (test)
Micro F179.8
5
Binary violation predictionECHR anonymized (test)
Macro Precision87
5
Multi-label violation predictionECHR frequent labels, >=50 instances (test)
Precision66
5
Multi-label violation predictionECHR all labels (test)
Precision65.9
5
Case Importance PredictionECHR
MAE0.369
5
Multi-label violation predictionECHR few labels, [1,50) instances (test)
Precision43.6
4
Named Entity RecognitionECHR free-form texts (val)
F1 Score93
1
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