Sentiment Analysis
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
0.748F1 Score
8
Feb 26, 2026
90.78Accuracy
8
Feb 26, 2026
90.95Acc (20%S)
8
Feb 26, 2026
0.03SEAT e-size: Names (Career/Family)
8
Feb 26, 2026
46Avg Acc
8
Feb 26, 2026
90.9Average Accuracy
8
Feb 26, 2026
82.29Macro F1 (10-fold)
8
Feb 26, 2026
78.72D Score
8
Feb 26, 2026
95.7Accuracy
8
Feb 26, 2026
63Accuracy
8
Feb 26, 2026
64.7Accuracy
8
Feb 26, 2026
98.7Accuracy
8
Feb 26, 2026
97.2Accuracy
8
Feb 26, 2026
92.5Accuracy
8
Feb 26, 2026
0.983ROC AUC
8
Feb 26, 2026
81.8Accuracy (2 Classes)
8
Feb 26, 2026
48HS
7
Jun 11, 2026
90.64Accuracy
7
May 13, 2026
93.35Accuracy
7
May 12, 2026
100Accuracy
7
May 12, 2026
93.35Accuracy
7
May 12, 2026
99.99Accuracy
7
May 12, 2026
82.02Accuracy (%)
7
Mar 9, 2026
82F1 Score
7
Feb 26, 2026
84F1
7
Feb 26, 2026