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Benchmarks

Task NameDataset NameSOTA ResultTrend
Opinion Term Extraction14res SemEval 2014 (test)
Precision87.3
37
Aspect-Sentiment Triplet Extraction16res (test)
F1 Score76.19
32
Aspect extraction and sentiment classificationres 14
F1 Score82.04
26
Aspect extraction and sentiment classification15res
F1 Score69.51
21
aspect sentiment triplet extractionRes 15
F1 Score62.51
20
Aspect Sentiment Triplet Extraction16Res D1 (test)
F1 Score73.51
19
Aspect Sentiment Triplet Extraction15Res D1 (test)
F1 Score65.97
19
Aspect Sentiment Triplet Extraction14Res D1 (test)
F1 Score76
19
Aspect-Opinion Pair Extraction14res
F1 Score97.59
19
Aspect-Sentiment Triplet Extraction15res (test)
F1 Score72.1
17
Aspect-Sentiment Triplet Extraction14res (test)
F1 Score76.06
17
Opinion Pair Extractionres 2014 (test)
F1 Score87.04
17
Aspect Extraction and Sentiment Classification (AESC)16res (test)
F1 Score81
16
opinion term extractionRes 14
F1-score (%)88.6
16
Aspect Sentiment Triplet ExtractionRes 2015 (test)
Precision74.49
15
Aspect-Opinion Pair Extractionres 16
F1 Score97.91
15
Aspect-Opinion Pair Extraction15res
F1 Score99.61
15
opinion term extraction16-Res
F1-score91.25
14
opinion term extractionRes 15
F1-score82.37
14
Aspect-Opinion-Sentiment Triple Extraction (Triple)15res (test)
Precision69.93
13
Aspect-Opinion Pair Extraction (Pair)16res (test)
F1 Score83.62
13
Aspect-Opinion Pair Extraction (Pair)15res (test)
F1 Score74.5
13
Opinion Pair Extractionres 2015 (test)
F1 Score67.53
13
Aspect extraction and sentiment classification16res
Precision73.69
13
Aspect Sentiment Triplet Extractionres16
Precision64.28
12
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