Predicting and Enhancing the Fairness of DNNs with the Curvature of Perceptual Manifolds

Benchmark Model Rank Results
long-tail-learning-on-cifar-10-lt-r-10De-C-TDE + Curvature Regularization#17Error Rate: 10.1
long-tail-learning-on-cifar-100-lt-r-10RIDE + CMO + Curvature Regularization#17Error Rate: 38.60
long-tail-learning-on-cifar-100-lt-r-100RIDE + CMO + Curvature Regularization#25Error Rate: 49.3
long-tail-learning-on-cifar-100-lt-r-100Cross-Entropy + Curvature Regularization#54Error Rate: 59.5