Sentiment Analysis
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
89.9Accuracy
17
Feb 26, 2026
2.1Attack Success Rate (ASR)
17
Feb 26, 2026
92Sentiment Score
16
Jun 12, 2026
22.57MCI
16
May 25, 2026
22.93MCI (%pt.)
16
May 25, 2026
62.84Accuracy
16
Apr 23, 2026
58.9F1 Score
16
Feb 26, 2026
50.8F1 Score
16
Feb 26, 2026
91.9Accuracy
16
Feb 26, 2026
88Accuracy
16
Feb 26, 2026
93.9Accuracy
16
Feb 26, 2026
88.48WAF
15
Jun 29, 2026
88.49WAF
15
Jun 29, 2026
86.73WAF Score
15
Jun 29, 2026
86.06WAF
15
Jun 29, 2026
65F1-score
15
Jun 19, 2026
94.27Accuracy
15
May 13, 2026
96.82Accuracy
15
Apr 13, 2026
97.2Weighted F1
15
Mar 10, 2026
0.911Weighted F1
15
Mar 10, 2026
88.54Macro F1 Score
15
Mar 5, 2026
95.55CACC (Badnet)
15
Feb 26, 2026
94.14Accuracy
15
Feb 26, 2026
75.86Macro-F1
15
Feb 26, 2026
81.1A2
15
Feb 26, 2026