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Task Evidence

CPTAC-HNSC · casp8_mutation_status (CPTAC-HNSC__CASP8_mutation)

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 Alterationshead/neckH&EInformative evidence

Task metadata

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

cls
Identity
task_key
CPTAC-HNSC__CASP8_mutation
dataset_name
CPTAC-HNSC
task_name
casp8_mutation_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": "wildtype", "1": "mutant"}
Biology
organ
head/neck
stain
H&E
specimen_type
resection
timepoint
pre_treatment
disease
头颈部癌
Scale & Labels
patient_n
107
slide_n
256
label_source
molecular_omics
label_visibility
indirect
Result Evidence
result_tier
Informative
result_quality_score
61.5
result_flags
unstableconfig_sensitive
result_tier_reason
High split dispersion: median std 0.196.Clear model separation: significant-win density 0.138.Difficulty sits in a usable range: best mean 0.637.Leader changes across checkpoint strategies: 3 distinct leaders.
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