Representation Learning on dSprites benchmark leaderboard · SOTA2 Research

Representation Learning on dSprites

73.9k-NN AccuracyBLAE

Evaluation Results

Method	Links
BLAE2026.04		73.9	0.0064	0.004	0	0.0169
SPAE2026.04		72.4	0.0295	0.0091	0.0001	0.0172
CAE2026.04		67.9	0.0399	0.0205	0.0018	0.0259
TAE2026.04		55.8	0.0315	0.0146	0.0013	0.0284
GRAE2026.04		52.3	0.0294	0.0091	0.0001	0.0306
GAE2026.04		49.9	0.0373	0.0179	0.0017	0.0436
IRAE2026.04		48.9	0.111	0.0313	0.0033	0.0557
Vanilla AE2026.04		48.9	0.121	0.0523	0.0047	0.0479
DN2026.04		48.1	0.0841	0.0732	0.0064	0.0347
GGAE2026.04		43.6	0.183	0.295	0.0027	0.0519