Manifold Representation Learning on Swiss Roll, dSprites, and MNIST combined average benchmark leaderboard · SOTA2 Research

Manifold Representation Learning on Swiss Roll, dSprites, and MNIST combined average

9k-NN RecallGAE

Evaluation Results

Method	Links
GAE2026.04		9	6.5	6.5	6	8	3
Vanilla AE2026.04		7.8	9.2	8.8	8.2	7.2	9
GGAE2026.04		7.5	8.2	9	8	7.5	10
IRAE2026.04		7.2	6.8	7.2	7.2	7	8
CAE2026.04		5.8	7	7.5	7	5.5	2
DN2026.04		4.5	6	5.5	5.2	5.2	4
GRAE2026.04		4	4.5	3.5	4.2	4.5	6
TAE2026.04		3.8	2.5	2.8	3.2	4	7
SPAE2026.04		3.2	3	3.2	4.2	4.8	5
BLAE2026.04		1.8	1	1	1	1.2	1