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Benchmarks
Spatial domain detection on Lymph Node (LND) D1
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63.5
Accuracy
ours(16)
42.18
47.715
53.25
58.785
Mar 13, 2026
Accuracy
ARI
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
ARI
ours(16)
k (spatial dimensions)...
2026.03
63.5
-
Ours
Spatial dimensions (k)=16
2026.03
63.5
0.381
Ours
Spatial dimensions (k)=8
2026.03
60.9
0.349
Ours
Spatial dimensions (k)=30
2026.03
58.6
0.284
Ours
Spatial dimensions (k)=24
2026.03
58
0.289
scGPT-spatial
Evaluation protocol=ML...
2026.03
57.3
0.319
sToFM
Evaluation Protocol=ML...
2026.03
55.5
-
scGPT
Evaluation protocol=ML...
2026.03
43.3
0.115
raw
Evaluation protocol=ML...
2026.03
43
0.109
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