Historical Color Image Dating On Hci

MAE

Results

Performance results of various models on this benchmark

		Paper Title	Repository
CNNPOR	0.82	A Constrained Deep Neural Network for Ordinal Regression	-
GP-DNNOR	0.76	Probabilistic Deep Ordinal Regression Based on Gaussian Processes	-
OrdinalCLIP	0.67	OrdinalCLIP: Learning Rank Prompts for Language-Guided Ordinal Regression
POE	0.67	Learning Probabilistic Ordinal Embeddings for Uncertainty-Aware Regression
Label Diversity	0.67	Deep Ordinal Regression with Label Diversity
ELB	0.62	Non-parametric Uni-modality Constraints for Deep Ordinal Classification

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