Task Evidence
CPTAC-LSCC · histologic_grade (CPTAC-LSCC__Histologic_Grade)
Diagnostic Pathology / Histologic Grading & Dysplasia Severity
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 · Histologic Grading & Dysplasia SeveritylungH&EAnchor evidence
Task metadata
Fields sourced from benchmark_main. Missing values are shown as —.
Identity
- task_key
- CPTAC-LSCC__Histologic_Grade
- dataset_name
- CPTAC-LSCC
- task_name
- histologic_grade
- task_type
- cls
Taxonomy
- task_family_l1
- Diagnostic Pathology
- task_family_l2
- Histologic Grading & Dysplasia Severity
- label_structure
- ordinal
- num_classes
- 2
- labels
- {"0": "Well differentiated", "1": "Moderately differentiated"}
Biology
- organ
- lung
- stain
- H&E
- specimen_type
- resection
- timepoint
- pre_treatment
- disease
- 肺癌
Scale & Labels
- patient_n
- 104
- slide_n
- 292
- label_source
- pathology
- label_visibility
- direct
Result Evidence
- result_tier
- Anchor
- result_quality_score
- 82.4
- result_flags
- —
- result_tier_reason
- Clear model separation: significant-win density 0.230.Difficulty sits in a usable range: best mean 0.705.
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