Sentiment Classification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
74Accuracy
9
Mar 18, 2026
71.61Recall
9
Feb 26, 2026
53.5Peak Accuracy
9
Feb 26, 2026
53.1Accuracy (Peak)
9
Feb 26, 2026
55.5Accuracy
9
Feb 26, 2026
94.16Accuracy
9
Jul 3, 2026
90.38Accuracy
9
Feb 26, 2026
84.4A to B Accuracy
9
Feb 26, 2026
88.3Accuracy
9
Feb 27, 2026
65Accuracy
9
Feb 26, 2026
80.6Accuracy
9
Feb 26, 2026
86.4Accuracy
9
Feb 26, 2026
88.7Accuracy
9
Feb 26, 2026
89.1Accuracy
9
Feb 26, 2026
55.5Accuracy
9
Feb 26, 2026
36.4Test Error
9
Feb 26, 2026
48.7Accuracy
9
Feb 26, 2026
73.42Accuracy
8
Jun 19, 2026
23.8Generalization Gap
8
May 6, 2026
0.017Generalization Gap (Δ)
8
May 6, 2026
1.9Generalization Gap (Δ)
8
May 6, 2026
1.3Generalization Gap (Δ)
8
May 6, 2026
62.45Accuracy (Books)
8
Apr 21, 2026
54.710th Percentile Accuracy
8
Apr 21, 2026
25.67FairScore
8
Apr 13, 2026