Sentiment Analysis
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
55.05Accuracy
9
Feb 26, 2026
55.52Accuracy
9
Feb 26, 2026
89.61F1 Score
9
Feb 26, 2026
89.83Clean Accuracy
8
Jun 11, 2026
55.18F1 Macro
8
Jun 9, 2026
84CG Accuracy
8
Jun 5, 2026
88.29Mean Accuracy (ε=0.5)
8
May 19, 2026
99.6F1 Score
8
May 14, 2026
99.4F1 Score
8
May 14, 2026
1.05Latency (hours)
8
May 12, 2026
90.94Accuracy
8
Apr 28, 2026
0Accuracy Gap (AG)
8
Apr 13, 2026
0.036EOD Score
8
Apr 13, 2026
0.68Spearman Correlation
8
Apr 7, 2026
95.99Accuracy
8
Apr 3, 2026
205Number of Fine-tuning Rounds
8
Mar 6, 2026
59.32VRAM Usage
8
Mar 6, 2026
74.81Transfer B→D
8
Feb 27, 2026
56.59Transfer B to D Accuracy
8
Feb 27, 2026
94.2Accuracy
8
Feb 26, 2026
79.4Accuracy
8
Feb 26, 2026
81.3Accuracy
8
Feb 26, 2026
72.4F1 Score
8
Feb 26, 2026
100ASR Score
8
Feb 26, 2026
74.98F1 Score
8
Feb 26, 2026