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Benchmarks
Hierarchical Generative Modeling on Fashion-Mnist
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57.4
DP
HDTree
43.776
47.313
50.85
54.387
Jun 29, 2025
DP
LP
Accuracy
NMI
Reconstruction Likelihood (RL)
Log Likelihood (LL)
Average Score
Updated 26d ago
Evaluation Results
Method
Method
Links
DP
LP
Accuracy
NMI
Reconstruction Likelihood (RL)
Log Likelihood (LL)
Average Score
HDTree
Agglomerative Clusteri...
2025.06
57.4
71.8
71.1
68.7
-219
-228
-29.9
TreeVAE
2025.06
53.4
70.4
60.6
64.7
-226
-234
-35.4
LadderVAE
Agglomerative Clusteri...
2025.06
49.5
67.6
55.9
60.7
-231
-239
-39.5
HDTree
Agglomerative Clusteri...
2025.06
47.7
67.1
64.6
67.4
-
-
-
Agg
2025.06
45
67.6
51.3
52.6
-
-
-
DeepECT
2025.06
44.9
67.8
51.8
57.7
-
-
-
VAE
Agglomerative Clusteri...
2025.06
44.3
65.9
54.9
56.1
-231
-242
-32.1
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