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ResearchFormerly WizWand

Audio-Image-Text Classification on IEMOCAP (test)

78.92AccuracyMLA
39.576849.790960.00570.2191Nov 17, 2023
Updated 8mo ago

Evaluation results

MethodLinks
MLAModality=Multi2023.1178.92
OGM-GEModality=Multi2023.1176.17
QMFModality=Multi2023.1176.17
ConcatModality=Multi2023.1175.91
MLAModality Missing Rate=10%2023.1175.07
QMFModality=Text2023.1175.03
Late FusionModality=Multi2023.1174.96
FiLMModality=Multi2023.1174.32
SumModality=Multi2023.1174.18
QMFModality Missing Rate=10%2023.1173.49
BiGatedModality=Multi2023.1173.34
MLAModality=Text2023.1173.22
Late FusionModality Missing Rate=10%2023.1172.95
MLAModality Missing Rate=20%2023.1172.33
MMINModality Missing Rate=10%2023.1171.84
AEModality Missing Rate=10%2023.1171.36
QMFModality Missing Rate=20%2023.1171.33
IF-MMINModality Missing Rate=10%2023.1171.32
CRAModality Missing Rate=10%2023.1171.28
OGM-GEModality=Text2023.1170.79
MMINModality Missing Rate=20%2023.1169.36
Late FusionModality Missing Rate=20%2023.1169.06
Late FusionModality=Text2023.1168.79
MLAModality Missing Rate=30%2023.1168.47
IF-MMINModality Missing Rate=20%2023.1168.29
TATEModality Missing Rate=10%2023.1167.84
ConcatModality=Text2023.1167.84
AEModality Missing Rate=20%2023.1167.4
CRAModality Missing Rate=20%2023.1167.34
MLAModality Missing Rate=40%2023.1167
FiLMModality=Text2023.1166.37
MMINModality Missing Rate=30%2023.1166.34
QMFModality Missing Rate=30%2023.1165.89
CCAModality Missing Rate=10%2023.1165.19
SumModality=Text2023.1165.16
BiGatedModality=Text2023.1165.16
Late FusionModality Missing Rate=30%2023.1164.89
IF-MMINModality Missing Rate=30%2023.1164.17
MLAModality Missing Rate=50%2023.1163.48
MMINModality Missing Rate=40%2023.1163.3
TATEModality Missing Rate=20%2023.1163.22
CCAModality Missing Rate=20%2023.1162.6
QMFModality Missing Rate=40%2023.1162.27
CRAModality Missing Rate=30%2023.1162.24
TATEModality Missing Rate=30%2023.1162.19
AEModality Missing Rate=30%2023.1162.02
DCCAEModality Missing Rate=10%2023.1161.66
Late FusionModality Missing Rate=40%2023.1161.09
MMINModality Missing Rate=50%2023.1160.54
TATEModality Missing Rate=40%2023.1160.36
IF-MMINModality Missing Rate=40%2023.1160.13
CCAModality Missing Rate=30%2023.1159.35
MLAModality Missing Rate=60%2023.1159.17
TATEModality Missing Rate=50%2023.1158.74
TATEModality Missing Rate=60%2023.1157.99
QMFModality Missing Rate=50%2023.1157.94
DCCAEModality Missing Rate=20%2023.1157.67
MMINModality Missing Rate=60%2023.1157.52
IF-MMINModality Missing Rate=50%2023.1157.45
DCCAModality Missing Rate=10%2023.1157.25
AEModality Missing Rate=40%2023.1157.24
CRAModality Missing Rate=40%2023.1157.04
Late FusionModality Missing Rate=50%2023.1156.48
MLAModality Missing Rate=70%2023.1155.89
QMFModality Missing Rate=60%2023.1155.6
MMINModality Missing Rate=70%2023.1155.44
CPM-NetModality Missing Rate=10%2023.1155.29
CCAModality Missing Rate=40%2023.1155.25
DCCAEModality Missing Rate=30%2023.1154.95
TATEModality Missing Rate=70%2023.1154.35
CPM-NetModality Missing Rate=20%2023.1153.65
IF-MMINModality Missing Rate=60%2023.1153.26
CPM-NetModality Missing Rate=30%2023.1152.52
Late FusionModality Missing Rate=60%2023.1152.41
IF-MMINModality Missing Rate=70%2023.1152.04
DCCAModality Missing Rate=20%2023.1151.74
CCAModality Missing Rate=50%2023.1151.38
DCCAEModality Missing Rate=40%2023.1151.08
CPM-NetModality Missing Rate=40%2023.1151.01
AEModality Missing Rate=50%2023.1150.56
QMFModality Missing Rate=70%2023.1150.25
CRAModality Missing Rate=50%2023.1149.86
CPM-NetModality Missing Rate=50%2023.1149.09
CPM-NetModality Missing Rate=60%2023.1147.38
MLAModality=Audio2023.1146.29
CCAModality Missing Rate=60%2023.1145.73
DCCAEModality Missing Rate=50%2023.1145.71
Late FusionModality Missing Rate=70%2023.1145.07
CPM-NetModality Missing Rate=70%2023.1144.76
CRAModality Missing Rate=60%2023.1143.22
Late FusionModality=Audio2023.1143.12
AEModality Missing Rate=60%2023.1143.04
QMFModality=Audio2023.1142.98
DCCAModality Missing Rate=30%2023.1142.53
BiGatedModality=Audio2023.1142.23
ConcatModality=Audio2023.1141.93
FiLMModality=Audio2023.1141.64
DCCAEModality Missing Rate=70%2023.1141.42
OGM-GEModality=Audio2023.1141.38
DCCAModality Missing Rate=70%2023.1141.09