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Benchmarks
Representation Learning on PBMC3k
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88
Rec Score
RTD-AE
81.76
83.38
85
86.62
Mar 17, 2026
Rec Score
DC Score
TA Score
KL Divergence (0.1)
Trust Score
Continuity Score
W0 Score
Updated 4mo ago
Evaluation Results
Method
Method
Links
Rec Score
DC Score
TA Score
KL Divergence (0.1)
Trust Score
Continuity Score
W0 Score
RTD-AE
Latent space dimension...
2026.03
88
70
70
0.03
77
82
108.7
Vanilla AE
Latent space dimension...
2026.03
87
67
68
0.03
70
75
238.8
GGAE
Latent space dimension...
2026.03
87
15
54
0.17
62
53
175.2
SPAE
Latent space dimension...
2026.03
86
68
69
0.03
75
79
75.38
MMAE
Latent space dimension...
2026.03
82
80
73
0.02
82
86
63.42
TopoAE
Latent space dimension...
2026.03
82
72
74
0.02
82
87
114.5
GeomAE
Latent space dimension...
2026.03
82
63
69
0.03
71
78
213.5
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