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Audio-to-Visual Knowledge Distillation on RAVDESS

73.83AccuracyUCMKD
62.161265.190668.2271.2494Jun 9, 2026

Evaluation results

MethodLinks
UCMKDBackbone=ResNet-18, Batch size=64, Epoch=100, Optimizer=SGD, Learning rate=1e-2, Unpaired cross-modal setting=true2026.0673.83
NORMBackbone=ResNet-18, Batch size=64, Epoch=100, Optimizer=SGD, Learning rate=1e-2, Unpaired cross-modal setting=true2026.0664.97
REVIEWBackbone=ResNet-18, Batch size=64, Epoch=100, Optimizer=SGD, Learning rate=1e-2, Unpaired cross-modal setting=true2026.0662.61