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SOTA aspect sentiment triplet extraction benchmarks and papers with code | Wizwand
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aspect sentiment triplet extraction
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
14LAP (test)
ASTE-Transformer
F1 Score
64.9
40
5d ago
Rest SemEval 2014 (test)
MVP
F1 Score
76.3
40
1mo ago
Rest SemEval 2016 (test)
PARAPHRASE
F1 Score
71.7
34
1mo ago
Rest SemEval 2015 (test)
Span-ASTE
F1 Score
63.27
34
1mo ago
Lap SemEval 2014 (test)
PARAPHRASE
F1 Score
61.13
34
1mo ago
16res (test)
ASTE-Transformer
F1 Score
76.19
32
5d ago
16Rest ASTE-DATA-V2 (test)
CONTRASTE-MTL
Precision
72.2
32
1mo ago
15Rest ASTE-DATA-V2 (test)
Span-BiDir
Precision
69.9
32
1mo ago
14Lap ASTE-DATA-V2 (test)
BMRC
Precision
70.6
32
1mo ago
14Rest ASTE-DATA-V2 (test)
Span-BiDir
Precision
76.4
32
1mo ago
lap14
ABSA-R1
F1 Score
69.37
29
2d ago
Rest 15 (test)
MVP
F1 Score
69.44
26
1mo ago
D2 (16Res)
MiniConGTS
F1 Score
74.83
25
1mo ago
D2 15Res
BDTF
F1 Score
66.12
25
1mo ago
D2 14Lap
MiniConGTS
F1 Score
63.61
25
1mo ago
D2 14Res
MiniConGTS
F1 Score
75.59
25
1mo ago
16Rest ASTE-Data-V1 (test)
MVP
F1 Score
73.48
25
1mo ago
R14 2014 (test)
PCD-SpanProto
F1 Score
75.49
23
5d ago
14Lap ASTE V1 (test)
JET
Precision
63.69
21
1mo ago
Res 15
Adjudication (Adj)
F1 Score
62.51
20
1mo ago
16Res D1 (test)
BDTF
F1 Score
73.51
19
1mo ago
15Res D1 (test)
BDTF
F1 Score
65.97
19
1mo ago
14Lap D1 (test)
MiniConGTS
F1 Score
64.07
19
1mo ago
14Res D1 (test)
MiniConGTS
F1 Score
76
19
1mo ago
15res (test)
ASTE-Transformer
F1 Score
72.1
17
1mo ago
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