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Decision cockpit for pathology foundation-model benchmarking, built to move from broad coverage scans to task-level evidence.

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Task Evidence

SURGEN · microsatellite_instability_status (SURGEN__MSI)

Biomarker & Molecular Profiling / Genomic, Epigenetic & Pathway Alterations

Inspect benchmark evidence for one task at a time: who leads, how stable the split-level results are, and which neighbouring tasks are likely to transfer intuition.

clsL1 · Biomarker & Molecular ProfilingL2 · Genomic, Epigenetic & Pathway AlterationscolorectalH&EExploratory evidence

Task metadata

Fields sourced from benchmark_main. Missing values are shown as —.

cls
Identity
task_key
SURGEN__MSI
dataset_name
SURGEN
task_name
microsatellite_instability_status
task_type
cls
Taxonomy
task_family_l1
Biomarker & Molecular Profiling
task_family_l2
Genomic, Epigenetic & Pathway Alterations
label_structure
binary
num_classes
2
labels
{"0": "MSS_or_MSI_L", "1": "MSI_H"}
Biology
organ
colorectal
stain
H&E
specimen_type
unknown
timepoint
diagnosis
disease
结直肠癌
Scale & Labels
patient_n
79
slide_n
79
label_source
derived_or_unknown
label_visibility
indirect
Result Evidence
result_tier
Exploratory
result_quality_score
48.8
result_flags
unstablefloor
result_tier_reason
High split dispersion: median std 0.189.Clear model separation: significant-win density 0.090.Best observed mean is near the metric floor: 0.535.Leader has a visible runner-up gap: 0.021.
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