Task Evidence
CMB · lung_cancer_subtype (CMB__lung_subtype)
Diagnostic Pathology / Disease Entity & Histologic Diagnosis
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 · Diagnostic PathologyL2 · Disease Entity & Histologic Diagnosismulti_organH&EInformative evidence
Task metadata
Fields sourced from benchmark_main. Missing values are shown as —.
Identity
- task_key
- CMB__lung_subtype
- dataset_name
- CMB
- task_name
- lung_cancer_subtype
- task_type
- cls
Taxonomy
- task_family_l1
- Diagnostic Pathology
- task_family_l2
- Disease Entity & Histologic Diagnosis
- label_structure
- binary
- num_classes
- 2
- labels
- {"0": "NSCLC", "1": "SCLC"}
Biology
- organ
- multi_organ
- stain
- H&E
- specimen_type
- unknown
- timepoint
- mixed
- disease
- 多癌种
Scale & Labels
- patient_n
- 93
- slide_n
- 136
- label_source
- derived_or_unknown
- label_visibility
- direct
Result Evidence
- result_tier
- Informative
- result_quality_score
- 68.8
- result_flags
- unstable
- result_tier_reason
- High split dispersion: median std 0.144.Clear model separation: significant-win density 0.287.Difficulty sits in a usable range: best mean 0.861.
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