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REST

Benchmarks

Task NameDataset NameSOTA ResultTrend
Aspect Sentiment Quad PredictionRest16
F1 Score66.49
93
Aspect Sentiment Quad PredictionRest15
F1 Score56.78
93
Aspect Sentiment ClassificationRest SemEval 2014 (test)
Accuracy91.32
73
Aspect Sentiment Triplet ExtractionRest SemEval 2015 (test)
F1 Score68.03
69
Target-Aspect-Sentiment DetectionRest15
F1 Score72.41
63
Target Aspect Sentiment DetectionRest16
F1 Score79.78
42
Aspect Sentiment Triplet ExtractionRest SemEval 2014 (test)
F1 Score76.3
40
Aspect-based Sentiment AnalysisREST 2014 (test)
ABSA F1 Score84.74
37
Aspect Sentiment Triplet ExtractionRest 2016 (test)
F1 Score74.83
35
Aspect Sentiment Triplet ExtractionRest 2014 (test)
F1 Score75.59
35
Aspect Sentiment Triplet ExtractionRest SemEval 2016 (test)
F1 Score71.7
34
Aspect Sentiment Triplet Extraction16Rest ASTE-DATA-V2 (test)
Precision72.2
32
Aspect Sentiment Triplet Extraction15Rest ASTE-DATA-V2 (test)
Precision69.9
32
Aspect Sentiment Triplet Extraction14Rest ASTE-DATA-V2 (test)
Precision76.4
32
Aspect-based Sentiment Classification15Rest SemEval-2015 (test)
Accuracy0.9079
32
Aspect-Based Sentiment AnalysisRest 14
Accuracy89.76
31
Target Aspect Sentiment DetectionRest 2016
F1 Score72.76
31
Aspect-based Sentiment ClassificationRest SemEval-2016 (test)
Accuracy94.62
28
Aspect Sentiment Triplet ExtractionRest 15 (test)
F1 Score69.44
26
Aspect-level sentiment analysisRest 14
Accuracy90.86
25
Aspect Sentiment Quad PredictionRest15 (test)
F1 Score0.5221
25
Aspect Sentiment Triplet Extraction16Rest ASTE-Data-V1 (test)
F1 Score73.48
25
Sequence LabelingRest14 (test)
Micro F183.64
23
Aspect-level sentiment analysisRest15
Accuracy85.61
23
Aspect-level sentiment analysisRest16
Accuracy93.02
22
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