HyperAI

Incremental Learning On Cifar 100 B0 5Steps

Metrics

Average Incremental Accuracy

Results

Performance results of various models on this benchmark

Comparison Table
Model NameAverage Incremental Accuracy
large-scale-incremental-learning-173.10
small-task-incremental-learning66.70
maintaining-discrimination-and-fairness-in72.81
icarl-incremental-classifier-and71.14
learning-a-unified-classifier-incrementally62.77
resolving-task-confusion-in-dynamic-expansion77.72
random-path-selection-for-incremental70.50
der-dynamically-expandable-representation-for76.80
resolving-task-confusion-in-dynamic-expansion76.96