Sentiment Classification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
96Accuracy
233
Jun 4, 2026
95.99Accuracy
220
Jul 1, 2026
98.6Accuracy
154
Jun 4, 2026
90.8Accuracy
148
Feb 27, 2026
0.065Error Rate
144
May 14, 2026
91.4Accuracy
142
Feb 27, 2026
91.8Accuracy
105
Apr 21, 2026
92.55Accuracy
80
Feb 26, 2026
95.79Accuracy
77
Jun 26, 2026
70.67Accuracy
73
Jun 4, 2026
99.67Attack Generation Rate
58
Apr 15, 2026
92.7Mean Accuracy
58
Feb 26, 2026
96Accuracy
46
Jun 5, 2026
96.4Accuracy
46
Feb 26, 2026
81Macro F1
39
Feb 26, 2026
93.8Accuracy
37
Feb 26, 2026
1.81Error Rate
37
Feb 26, 2026
92.1Accuracy
35
Mar 5, 2026
87Macro F1
34
Feb 26, 2026
48Accuracy
34
Feb 26, 2026
98.5Accuracy
34
Feb 26, 2026
97Accuracy
34
Feb 26, 2026
94.5Acc
32
Feb 26, 2026
85.11Accuracy
28
Feb 26, 2026
81Weighted F1 Score
28
Jun 4, 2026