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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
Rest SemEval 2015 (test)
MvP + FiVeD-unified
F1 Score
68.03
69
2d ago
Lap SemEval 2014 (test)
EMC-GCN
F1 Score
68.33
69
2d ago
14LAP (test)
ASTE-Transformer
F1 Score
64.9
40
1mo ago
Rest SemEval 2014 (test)
MVP
F1 Score
76.3
40
3mo ago
Rest 2016 (test)
MiniConGTS
F1 Score
74.83
35
2d ago
Rest 2014 (test)
MiniConGTS
F1 Score
75.59
35
2d ago
Rest SemEval 2016 (test)
PARAPHRASE
F1 Score
71.7
34
3mo ago
16res (test)
ASTE-Transformer
F1 Score
76.19
32
1mo ago
16Rest ASTE-DATA-V2 (test)
CONTRASTE-MTL
Precision
72.2
32
3mo ago
15Rest ASTE-DATA-V2 (test)
Span-BiDir
Precision
69.9
32
3mo ago
14Lap ASTE-DATA-V2 (test)
BMRC
Precision
70.6
32
3mo ago
14Rest ASTE-DATA-V2 (test)
Span-BiDir
Precision
76.4
32
3mo ago
lap14
ABSA-R1
F1 Score
69.37
29
1mo ago
Rest 15 (test)
MVP
F1 Score
69.44
26
3mo ago
D2 (16Res)
MiniConGTS
F1 Score
74.83
25
3mo ago
D2 15Res
BDTF
F1 Score
66.12
25
3mo ago
D2 14Lap
MiniConGTS
F1 Score
63.61
25
3mo ago
D2 14Res
MiniConGTS
F1 Score
75.59
25
3mo ago
16Rest ASTE-Data-V1 (test)
MVP
F1 Score
73.48
25
3mo ago
R14 2014 (test)
PCD-SpanProto
F1 Score
75.49
23
1mo ago
14Lap ASTE V1 (test)
JET
Precision
63.69
21
3mo ago
Res 15
Adjudication (Adj)
F1 Score
62.51
20
3mo ago
16Res D1 (test)
BDTF
F1 Score
73.51
19
3mo ago
15Res D1 (test)
BDTF
F1 Score
65.97
19
3mo ago
14Lap D1 (test)
MiniConGTS
F1 Score
64.07
19
3mo ago
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