MOSEI
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
MOSEI
0.486MAE
210
MOSEI (test)
0.523MAE
49
MOSEI
51.88Accuracy (7-Class)
26
MOSEI (test)
84.46Accuracy
20
MOSEI (test)
82.5Accuracy
16
MOSEI official
86.73WAF Score
15
MOSEI 2018b (test)
85.88Acc2 (pos/neg)
13
MOSEI Text imputed by Image and Audio (test)
1.207AUROC
11
MOSEI Image imputed by Text
99.5AUROC (Gfull)
11
MOSEI Text imputed by Image
1.613AUROC (G_full)
11
MOSEI Audio imputed by Image and Text (test)
1.215AUROC (G_full)
11
MOSEI
1.478AUROC (G_full)
11
MOSEI Audio imputed by Image
1.238AUROC
11
MOSEI
1.052AUROC
11
MOSEI Image imputed by Text and Audio (test)
1.321AUROC (G_full)
11
MOSEI Audio imputed by Text (test)
4.955AUROC
11
MOSEI
8.867AUROC
11
MOSEI (held-out)
72.4F1 Score
8
MOSEI S
77.5Binary Weighted F1
7
MOSEI E
61.4Mean Weighted Accuracy
7
MOSEI
85.64Accuracy
7
MOSEI (test)
85Accuracy (2 Class)
7
MOSEI
77Accuracy
6
MOSEI
72.7F1 (Happy)
5
MOSEI
71.7F1 (Happy)
5