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ResearchFormerly WizWand

Multimodal Classification on KS (test)

71.35AccuracyMLA
21.22234.23647.2560.264Nov 17, 2023
Updated 8mo ago

Evaluation results

MethodLinks
MLAModality=Multi2023.1171.35
MLAModality=Multi2023.1171.35
QMFModality=Multi2023.1165.78
QMFModality=Multi2023.1165.78
OGM-GEModality=Multi2023.1165.74
OGM-GEModality=Multi2023.1165.74
Late FusionModality=Multi2023.1165.53
Late FusionModality=Multi2023.1165.53
ConcatModality=Multi2023.1164.84
ConcatModality=Multi2023.1164.84
SumModality=Multi2023.1164.72
SumModality=Multi2023.1164.72
BiGatedModality=Multi2023.1163.72
BiGatedModality=Multi2023.1163.72
FiLMModality=Multi2023.1163.33
FiLMModality=Multi2023.1163.33
MLAModality=Audio2023.1154.67
MLAModality=Audio2023.1154.67
QMFModality=Audio2023.1151.57
QMFModality=Audio2023.1151.57
MLAModality=Video2023.1151.03
MLAModality=Video2023.1151.03
BiGatedModality=Audio2023.1149.96
BiGatedModality=Audio2023.1149.96
ConcatModality=Audio2023.1149.18
ConcatModality=Audio2023.1149.18
OGM-GEModality=Audio2023.1148.87
OGM-GEModality=Audio2023.1148.87
SumModality=Audio2023.1148.77
SumModality=Audio2023.1148.77
FiLMModality=Audio2023.1148.67
FiLMModality=Audio2023.1148.67
Late FusionModality=Audio2023.1147.87
Late FusionModality=Audio2023.1147.87
Late FusionModality=Video2023.1146.76
Late FusionModality=Video2023.1146.76
QMFModality=Video2023.1132.19
QMFModality=Video2023.1132.19
OGM-GEModality=Video2023.1129.73
OGM-GEModality=Video2023.1129.73
ConcatModality=Video2023.1124.67
ConcatModality=Video2023.1124.67
SumModality=Video2023.1124.53
SumModality=Video2023.1124.53
BiGatedModality=Video2023.1123.77
BiGatedModality=Video2023.1123.77
FiLMModality=Video2023.1123.15
FiLMModality=Video2023.1123.15