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Benchmarks
CNS Tumor Classification on TCGA Adult Glioma cohort
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87.1
F1 (LG)
ConceptM3oE
77.844
80.247
82.65
85.053
May 23, 2026
F1 (LG)
F1 (HG)
Macro Precision
Macro Recall
Macro F1
Updated 8d ago
Evaluation Results
Method
Method
Links
F1 (LG)
F1 (HG)
Macro Precision
Macro Recall
Macro F1
ConceptM3oE
variant=flat (morph)
2026.05
87.1
77.1
83.1
82.3
82.1
PathMoE
2026.05
85.3
88.8
89
87.5
87.1
MoEPP
2026.05
81.6
81.6
85.7
82.4
81.6
Early Fusion
2026.05
81
81.5
83.9
82.5
81.2
Switch Gate
2026.05
78.2
81.5
83.3
80.8
79.9
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