Sentiment Analysis
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
52.5Positive Rate
24
Mar 16, 2026
70.51F1 Score
24
Feb 26, 2026
75.69F1 Score
24
Feb 26, 2026
86.7Avg Accuracy
24
Feb 26, 2026
98Accuracy
24
Feb 26, 2026
91.74Average Accuracy
24
Feb 26, 2026
76.65Spearman's rho (x100)
23
Feb 26, 2026
93.32Spearman Rho (x100)
23
Feb 26, 2026
0.888Spearman's rho
23
Feb 26, 2026
82.3Accuracy
21
Apr 28, 2026
89.8F1-weighted
21
Feb 26, 2026
96.5F1 Score (Weighted)
21
Feb 26, 2026
98Accuracy
21
Mar 16, 2026
84.46Accuracy
20
Jun 4, 2026
0.915Spearman's Rho
20
May 18, 2026
96.7CACC
20
Apr 14, 2026
94.04Accuracy
20
Feb 26, 2026
80.59Accuracy
20
Feb 26, 2026
69Accuracy
18
Feb 26, 2026
68.65Accuracy
18
Feb 26, 2026
68.01Accuracy
18
Feb 26, 2026
67.83Accuracy
18
Feb 26, 2026
86.6Accuracy
17
Jun 18, 2026
72.38Accuracy
17
Apr 2, 2026
94.41Accuracy
17
Apr 2, 2026