Sentiment Classification
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
0.94F1 Score
12
May 14, 2026
71.56Accuracy
12
Mar 31, 2026
82.7Accuracy
12
Mar 20, 2026
87.35Accuracy
12
Feb 26, 2026
94.5Accuracy
12
Feb 26, 2026
77.3Accuracy
12
Feb 26, 2026
0.827Accuracy
12
Feb 26, 2026
0.838Accuracy (A->D)
12
Feb 26, 2026
37.1Nec Score
11
Mar 25, 2026
90.8Accuracy
11
Feb 26, 2026
75.64Accuracy
11
Feb 26, 2026
61.37Accuracy
11
Feb 26, 2026
89.41F1 Score
11
Feb 26, 2026
72.55F1 Score
11
Feb 26, 2026
61.32F1 Score
11
Feb 26, 2026
50.2Accuracy
11
Feb 26, 2026
94.4Accuracy
11
Feb 26, 2026
84.91Macro F1 (SMCD)
10
Jun 2, 2026
91.15Macro F1
10
May 27, 2026
71.11Macro-F1
10
May 27, 2026
85.7Accuracy
10
Feb 27, 2026
57.27Accuracy
10
Feb 26, 2026
92.2Accuracy
10
Feb 26, 2026
69.2Accuracy
10
Feb 26, 2026
59Accuracy
9
Mar 18, 2026