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Aspect-level Sentiment Classification on SemEval Restaurant 2014 (test)

91.43Accuracy

LSAE-DeBERTa

51.982862.223972.46582.7061Apr 18, 2018Nov 16, 2018Jun 17, 2019Jan 16, 2020Aug 16, 2020Mar 17, 2021Oct 16, 2021
Updated 3d ago

Evaluation Results

MethodLinks
2021.10
91.43---86.85
2021.10
90.98---87.02
2021.10
90.86---86.26
2021.10
90.33---85.55
2021.10
90.27---85.51
2021.10
89.91---84.9
2021.10
89.91---85.05
2021.10
89.64---84.53
2021.10
89.11---83.98
2021.10
88.66---83.06
2021.10
88.48---83.81
2021.10
88.3---83.09
2021.10
88.21---82.44
2021.10
88.04---82.96
2020.05
88.01----
2020.05
87.92----
2019.08
87.89--81.05-
2020.05
87.89----
2021.10
87.77---82.1
2019.08
87.69--81.2-
2021.10
87.52---81.29
2021.10
87.41---81.52
2021.10
87.41---81.52
2021.10
87.35---80.85
2021.10
87.32---81.86
2021.10
87.31---81.09
2021.10
87.23---81.06
2019.08
87.14--80.05-
2021.10
87.13---81.16
2021.10
87.09---81.15
2021.10
86.87---80.59
2021.10
86.69---78.91
2019.08
86.35--78.89-
2021.10
86.3---80
2019.08
86.22--79.79-
2021.10
86.16---80.49
2021.10
86.16---79.95
2019.08
86.15--78.93-
2020.01
86.03--79.24-
2020.01
85.92--79.12-
2020.05
85.88----
2019.08
85.84--78.35-
2019.08
85.51--78.09-
2019.08
85.03--77.35-
2019.08
84.95--76.96-
2020.01
84.95--76.96-
2020.05
84.93----
2019.08
84.92--76.93-
2019.08
84.46--76.98-
2019.08
83.68--72.91-
2019.08
83.57--76.47-
2021.10
83.57---76.47
2021.10
83.48---75.19
2019.08
83.12--73.76-
2019.08
82.41--72.98-
2019.08
82.23--73.03-
2020.01
81.54--71.94-
2020.01
81.49--71.48-
2018.04
81.279.70.008--
2019.08
80.68--72.93-
2019.08
80.07--69.93-
2018.04
78.6----
2018.04
77.2----
2018.04
76.2----
2018.04
75.6----
2018.04
74.3----
2018.04
53.5----
2024.05
----86.26
2024.05
----82.04
2024.05
----75.56
2024.05
----86.7
2024.05
----86.68
2024.05
----86.66
2024.05
----86.88