SemEval
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
SemEval Task 12 2022 (test)
41.21F1 (partial)
4
SemEval Task 12 2022 (dev)
0.659Precision
4
SemEval Task 12 2022 (dev)
59.79F1 (Strict)
4
SemEval Restaurant 2014
92F1 Score
4
SemEval Task 3 2019 (dev)
74.6Happy Macro F1
4
SemEval en-it 2017
0.71Pearson Correlation
4
SemEval en-de 2017
0.72Pearson Correlation
4
SemEval en-es 2017
0.72Pearson Correlation
4
SemEval Task 9 Subtask 2 2026 (dev)
46.9AMH Accuracy
3
SemEval
65.5Micro-F1
3
SemEval-2026 Task 2 Subtask 1 (test)
0.667Valence Correlation (r) composite
3
SemEval E-c EN j-hartmann's 7-label 2018 (test)
46.1F1 Score (micro)
3
SemEval E-c EN bhadresh's 6-label 2018 (test)
55.7Micro F1 Score
3
SemEval Task 5 2026 (test)
93Accuracy
3
SemEval Restaurant 2016
97.47Accuracy
3
SemEval
2.1R@5
3
SemEval 2010 (test)
89.5F1 Score
3
SemEval ScienceIE Task 10 2017 (test)
58.6F1 Score
3
SemEval Subtask 2 zho
82.5F1 Score
2
SemEval Subtask 2 urd
79.78F1 Score
2
SemEval Subtask 2 tur
62.42F1 Score
2
SemEval Subtask 2 tel
40.54F1 Score
2
SemEval Subtask 2 (swa)
49.29F1 Score
2
SemEval Subtask 2 spa
66.4F1 Score
2
SemEval Subtask 2 (rus)
60.23F1 Score
2