Aspect-based Sentiment Analysis
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
94.59F1 Score
95
Mar 31, 2026
86.08Accuracy
43
May 22, 2026
84.74ABSA F1 Score
37
May 21, 2026
79.76Accuracy
35
May 22, 2026
89.76Accuracy
31
May 21, 2026
91.76Accuracy
30
Feb 26, 2026
85All-Aspect Score
22
May 21, 2026
90.97Accuracy
21
May 22, 2026
85.74Accuracy
20
Feb 26, 2026
92.68Accuracy
20
Feb 26, 2026
83.86Accuracy
20
Apr 16, 2026
85.16F1 Score
19
Feb 26, 2026
87.45F1 Score
19
Feb 26, 2026
82.86Accuracy
18
Mar 10, 2026
88.85F1 Score
17
Apr 2, 2026
77.17Acc
17
Feb 26, 2026
64.55ARS
16
Feb 26, 2026
59.4ARS
16
Feb 26, 2026
0.737ABSA-F1
15
Feb 26, 2026
82.02Accuracy
14
Feb 26, 2026
91.52Accuracy
14
Feb 26, 2026
83.57Accuracy
14
Feb 26, 2026
49.04F1 Score
12
Feb 26, 2026
67.59F1 Score
12
Feb 26, 2026
48.12F1 Score
12
Feb 26, 2026