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Unsupervised branch-inference on Canonical (100k)
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61.3
ARI
H65 anchor head (10D)
10.028
23.339
36.65
49.961
Mar 10, 2026
ARI
AMI
NMI
V-measure
Updated 2mo ago
Evaluation Results
Method
Method
Links
ARI
AMI
NMI
V-measure
H65 anchor head (10D)
nd=2, Dimensionality=1...
2026.03
61.3
67
67
67
SVD-10 baseline
nd=3, Dimensionality=1...
2026.03
35.8
46.1
46.2
46.2
Raw baseline (1200 log1p)
nd=3, Config=1200 log1...
2026.03
33.8
43.7
43.7
43.7
Frozen scGPT CP-<cls>
nd=2, Embedding strate...
2026.03
30
33.4
33.5
33.5
H65 hybrid conservative (10D)
nd=3, Dimensionality=1...
2026.03
25.5
41
41
41
Frozen scGPT avg-pool
nd=1, Pooling strategy...
2026.03
19.8
35.3
35.3
35.3
PCA-10 baseline
nd=2, Dimensionality=1...
2026.03
14.5
28.8
28.8
28.8
H65 cell head (10D)
nd=4, Dimensionality=1...
2026.03
12
29.3
29.4
29.4
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