Representation Learning on MNIST Uniform (test) benchmark leaderboard · SOTA2 Research

Representation Learning on MNIST Uniform (test)

90.3k-NN AccuracyBLAE

Evaluation Results

Method	Links
BLAE2026.04		90.3	0.0479	0.0401	0.0122	0.0029
GRAE2026.04		87	0.111	0.0687	0.0141	0.0035
DN2026.04		86.4	0.133	0.0915	0.0149	0.0034
SPAE2026.04		85.9	0.075	0.0635	0.0158	0.0069
TAE2026.04		82.9	0.0517	0.0669	0.0164	0.0049
GGAE2026.04		81.1	0.495	0.195	0.0196	0.0043
IRAE2026.04		78.2	0.104	0.0941	0.0165	0.0062
CAE2026.04		76.9	0.258	0.162	0.0193	0.0055
Vanilla AE2026.04		76.9	0.427	0.176	0.0185	0.0066
GAE2026.04		70.3	0.131	0.131	0.0196	0.0066