Multimodal Sentiment Analysis
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
91.7F1 Score
406
Jun 5, 2026
92.1F1
390
Jun 16, 2026
0.486MAE
210
Jun 5, 2026
89.5F1 Score
179
Jul 9, 2026
0.695MAE
132
Mar 17, 2026
87.8F1 Score
108
May 20, 2026
82.58Accuracy (2-Class)
78
Mar 11, 2026
91.2Accuracy (2-Class)
72
Mar 4, 2026
87Accuracy
72
Mar 20, 2026
85.86Accuracy
65
May 19, 2026
87.2Accuracy
62
Feb 26, 2026
88.92-Class Accuracy
56
Feb 26, 2026
0.523MAE
49
Feb 26, 2026
82.9Accuracy (2-Class)
38
Apr 21, 2026
0.666MAE
34
Feb 26, 2026
79.66F1 Score
32
Mar 18, 2026
89.94Acc-2 (all)
31
Jun 5, 2026
0.528MAE
31
Jun 4, 2026
78.48Accuracy
30
Jul 9, 2026
43.3Accuracy (7-Class)
30
Apr 21, 2026
85.62Accuracy (2-class)
28
May 20, 2026
85.5Accuracy (2-class)
28
Feb 26, 2026
872-Class Accuracy
24
May 21, 2026
84.76Accuracy
24
Mar 23, 2026
86.4ACC2
22
Feb 26, 2026