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ResearchFormerly WizWand

Multimodal Classification on MVSA (test)

79.94Accuracy (%)MLA
25.007239.268653.5367.7914Nov 17, 2023
Updated 8mo ago

Evaluation results

MethodLinks
MLAModality=Multi2023.1179.94
MLAModality=Multi2023.1179.94
QMFModality=Multi2023.1177.96
QMFModality=Multi2023.1177.96
Late FusionModality=Multi2023.1176.88
Late FusionModality=Multi2023.1176.88
OGM-GEModality=Multi2023.1176.37
OGM-GEModality=Multi2023.1176.37
ConcatModality=Multi2023.1176.25
ConcatModality=Multi2023.1176.25
SumModality=Multi2023.1176.19
SumModality=Multi2023.1176.19
BiGatedModality=Multi2023.1175.94
BiGatedModality=Multi2023.1175.94
MLAModality=Text2023.1175.72
MLAModality=Image2023.1175.72
FiLMModality=Multi2023.1175.34
FiLMModality=Multi2023.1175.34
ConcatModality=Text2023.1175.22
ConcatModality=Image2023.1175.22
QMFModality=Text2023.1174.87
QMFModality=Image2023.1174.87
FiLMModality=Text2023.1174.85
FiLMModality=Image2023.1174.85
OGM-GEModality=Text2023.1174.76
OGM-GEModality=Image2023.1174.76
SumModality=Text2023.1173.33
SumModality=Image2023.1173.33
BiGatedModality=Text2023.1173.13
BiGatedModality=Image2023.1173.13
Late FusionModality=Text2023.1172.15
Late FusionModality=Image2023.1172.15
MLAModality=Image2023.1154.99
MLAModality=Text2023.1154.99
Late FusionModality=Image2023.1145.24
Late FusionModality=Text2023.1145.24
QMFModality=Image2023.1132.99
QMFModality=Text2023.1132.99
OGM-GEModality=Image2023.1131.98
OGM-GEModality=Text2023.1131.98
SumModality=Image2023.1128.46
SumModality=Text2023.1128.46
BiGatedModality=Image2023.1128.15
BiGatedModality=Text2023.1128.15
ConcatModality=Image2023.1127.32
ConcatModality=Text2023.1127.32
FiLMModality=Image2023.1127.12
FiLMModality=Text2023.1127.12