Sentiment Analysis
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
92.6F1 Score
6
Apr 8, 2026
75.1F1 Score
6
Apr 8, 2026
50.42Accuracy (%)
6
Feb 26, 2026
89.95IMDB Acc
6
Feb 26, 2026
79.1F1 (EN)
6
Feb 26, 2026
97.81Personalized Accuracy (Acc_p)
6
Feb 26, 2026
95.9Personalized Accuracy (Acc_p)
6
Feb 26, 2026
83.13F1 Score
6
Feb 26, 2026
54.7Accuracy
6
Feb 26, 2026
1.3Clean Accuracy Change
6
Feb 26, 2026
-0.4Clean Accuracy Delta
6
Feb 26, 2026
90.58Accuracy
6
Feb 26, 2026
82.1Accuracy
6
Feb 26, 2026
95.9Accuracy
6
Feb 26, 2026
66.46Accuracy
6
Feb 26, 2026
96.71Accuracy
6
Feb 26, 2026
95.53Accuracy
5
Jun 8, 2026
89.4Accuracy (Clean)
5
Apr 28, 2026
0.264MSTPS
5
Apr 15, 2026
0.393MSTPS
5
Apr 15, 2026
53Accuracy
5
Apr 15, 2026
48.8Accuracy
5
Apr 15, 2026
86.2Accuracy
5
Apr 3, 2026
86.26Accuracy
5
Apr 3, 2026
94.99Accuracy
5
Mar 23, 2026