CMU-MOSI
Benchmarks
TaskDatasetSOTA resultTrendResults
CMU-MOSI (test)
92.1F1
390
CMU-MOSI
89.5F1 Score
179
CMU-MOSI (test)
87.5F1 Score
76
CMU-MOSI v1 (test)
91.2Accuracy (2-Class)
72
CMU-MOSI standard (test)
87.2Accuracy
62
CMU-MOSI 43 (test)
88.92-Class Accuracy
56
CMU-MOSI
77.02AUC
54
CMU-MOSI (test)
49.4ACC7
47
CMU-MOSI
49.9ACC7
31
CMU-MOSI Word Aligned (test)
43.3Accuracy (7-Class)
30
CMU-MOSI cross-dataset evaluation (test)
85.5Accuracy (2-class)
28
CMU-MOSI OOD (test)
872-Class Accuracy
24
CMU-MOSI segments (test)
86.5ACC2
22
CMU-MOSI Unaligned (test)
39.3Accuracy (7-Class)
20
CMU-MOSI (test)
53.9A7
16
CMU MOSI beta = 25% (test)
0.7SRCC
12
CMU MOSI beta = 10% (test)
0.734SRCC
12
CMU-MOSI (test)
0.71MAE
11
CMU-MOSI
50.3Acc7
10
CMU-MOSI
85.8Weighted F1
10
CMU-MOSI Transformer architecture (test)
62.31Accuracy
5
CMU-MOSI (test)
83.1Acc2
2
CMU-MOSI (train)
0.267Loss
2