Multimodal Sentiment Analysis
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
86.5ACC2
22
Feb 26, 2026
51.8Accuracy (7-Class)
22
Apr 21, 2026
39.3Accuracy (7-Class)
20
Apr 21, 2026
82.4Accuracy (2-Class)
18
Feb 26, 2026
89.43WAF
14
Apr 15, 2026
82.73WAF
14
Apr 15, 2026
85.7Accuracy (2-Class)
14
Feb 26, 2026
85.88Acc2 (pos/neg)
13
Apr 2, 2026
49.27Accuracy (7-class)
13
Apr 2, 2026
80.79Accuracy (Clean)
13
May 6, 2026
82.53Accuracy
12
Mar 23, 2026
84.84Accuracy
12
Mar 23, 2026
79.83Accuracy
12
Mar 23, 2026
78.81Accuracy
12
Mar 23, 2026
0.407MAE
10
Apr 2, 2026
49.3Accuracy (7-class)
8
Apr 2, 2026
53.6Accuracy (5-class)
8
Apr 2, 2026
49.7Accuracy (7-class)
7
Apr 21, 2026
87.3Accuracy (2-Class)
6
Mar 4, 2026
0.582Accuracy
5
Feb 26, 2026
62.31Accuracy
5
Feb 26, 2026
0.267Loss
2
Feb 26, 2026
0.438Loss
2
Feb 26, 2026
85.27Accuracy
2
Feb 26, 2026