EXTENDING CONDITIONAL CONVOLUTION STRUCTURES FOR ENHANCING MULTITASKING CONTINUAL LEARNING

Benchmark Model Rank Results
continual-learning-on-cifar100-20-tasksCondConvContinual#5Average Accuracy: 77.4
continual-learning-on-cifar100-20-tasksCPG-light#7Average Accuracy: 77.0
continual-learning-on-cubs-fine-grained-6CondConvContinual#1Accuracy: 84.26
continual-learning-on-flowers-fine-grained-6CondConvContinual#1Accuracy: 97.16
continual-learning-on-imagenet-50-5-tasksCondConvContinual#2Accuracy: 61.32
continual-learning-on-imagenet-fine-grained-6CondConvContinual#3Accuracy: 76.16
continual-learning-on-sketch-fine-grained-6CondConvContinual#1Accuracy: 80.77
continual-learning-on-stanford-cars-fineCondConvContinual#2Accuracy: 92.61
continual-learning-on-wikiart-fine-grained-6CondConvContinual#1Accuracy: 78.32