Historical Color Image Dating on HCI

Metric: MAE (lower is better)

LeaderboardDataset

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#	Model↕	MAE▲	Extra Data	Paper	Date↕	Code
1	ELB	0.62	No	Non-parametric Uni-modality Constraints for Deep...	2019-11-25	Code
2	OrdinalCLIP	0.67	No	OrdinalCLIP: Learning Rank Prompts for Language-...	2022-06-06	Code
3	POE	0.67	No	Learning Probabilistic Ordinal Embeddings for Un...	2021-03-25	Code
4	Label Diversity	0.67	No	Deep Ordinal Regression with Label Diversity	2020-06-29	Code
5	GP-DNNOR	0.76	No	-	-	-
6	CNNPOR	0.82	No	-	-	-

#1ELBSOTA
0.62
MAE· 2019-11-25
Non-parametric Uni-modality Constraints for Deep Ordinal Classification Code
#2OrdinalCLIP
0.67
MAE· 2022-06-06
OrdinalCLIP: Learning Rank Prompts for Language-Guided Ordinal Regression Code
#3POE
0.67
MAE· 2021-03-25
Learning Probabilistic Ordinal Embeddings for Uncertainty-Aware Regression Code
#4Label Diversity
0.67
MAE· 2020-06-29
Deep Ordinal Regression with Label Diversity Code
#5GP-DNNOR
0.76
MAE
No paper
#6CNNPOR
0.82
MAE
No paper