Partial Label Learning

12 benchmarks85 papers

Benchmarks

Partial Label Learning on Autoimmune Dataset

F1 score

Partial Label Learning on CIFAR-10 (partial ratio 0.1)

Accuracy

Partial Label Learning on CIFAR-10 (partial ratio 0.3)

Accuracy

Partial Label Learning on CIFAR-10 (partial ratio 0.5)

Accuracy

Partial Label Learning on CIFAR-100 (partial ratio 0.01)

Accuracy

Partial Label Learning on CIFAR-100 (partial ratio 0.05)

Accuracy

Partial Label Learning on CIFAR-100 (partial ratio 0.1)

Accuracy

Partial Label Learning on Caltech-UCSD Birds 200 (partial ratio 0.05)

Accuracy

Partial Label Learning on ISIC 2019

Balanced Multi-Class Accuracy

Partial Label Learning on M-VAD Names

Accuracy

Partial Label Learning on MPII Movie Description

AccuracyF1-Score