Aspect-based Sentiment Analysis
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
71.34F1 Score
12
Feb 26, 2026
50.3F1 Score
12
Feb 26, 2026
69.97F1 Score
12
Feb 26, 2026
52.11F1 Score
12
Feb 26, 2026
63.64F1 Score
12
Feb 26, 2026
72.4F1 Score
12
Feb 26, 2026
91.53Accuracy
11
Feb 26, 2026
97.17Accuracy
11
Feb 26, 2026
89.87Accuracy
11
Feb 26, 2026
90Accuracy
11
Feb 26, 2026
93.03Accuracy
11
Feb 26, 2026
95.29Accuracy
9
May 22, 2026
87.16Accuracy
9
Feb 26, 2026
85.59Accuracy
8
May 22, 2026
90.22Accuracy
8
May 22, 2026
63.23Accuracy (FR)
8
Apr 13, 2026
78.13Accuracy
7
Feb 26, 2026
80Micro-F1
6
Mar 16, 2026
85.1ATE
6
Feb 26, 2026
86.12ATE (Accuracy)
6
Feb 26, 2026
86.2Accuracy
6
Feb 26, 2026
88.01F1 (Detection)
5
Jul 3, 2026
79.99F1 (Detection)
5
Jul 3, 2026
89.14F1 (Detection)
5
Jul 3, 2026
75.48AE
5
Feb 26, 2026