Causal3DIdent

Dataset Information
Modalities
Images
Introduced
2021
Homepage

Overview

Update on 3DIdent, where we introduce six additional object classes (Hare, Dragon, Cow, Armadillo, Horse, and Head), and impose a causal graph over the latent variables. For further details, see Appendix B in the associated paper (https://arxiv.org/abs/2106.04619).

Variants: Causal3DIdent

Associated Benchmarks

This dataset is used in 1 benchmark:

Recent Benchmark Submissions

Task Model Paper Date
Image Classification SimCLR Self-Supervised Learning with Data Augmentations … 2021-06-08
Image Classification Barlow Twins Self-Supervised Learning with Data Augmentations … 2021-06-08

Research Papers

Recent papers with results on this dataset: