Towards Realistic Semi-Supervised Learning

Benchmark Model Rank Results
open-world-semi-supervised-learning-on-1TRSSL (ResNet-50)#5All accuracy (10% Labeled): 75.4Novel accuracy (10% Labeled): 67.8
open-world-semi-supervised-learning-on-cifarTRSSL (ResNet-18)#2All accuracy (10% Labeled): 92.2Novel accuracy (10% Labeled): 89.6
open-world-semi-supervised-learning-on-cifar-1TRSSL (ResNet-18)#1All accuracy (10% Labeled): 60.3Novel accuracy (10% Labeled): 52.1