Task Evidence
CPTAC-HNSC · histologic_grade (CPTAC-HNSC__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 Severityhead/neckH&EInformative evidence
Task metadata
Fields sourced from benchmark_main. Missing values are shown as —.
Identity
- task_key
- CPTAC-HNSC__Histologic_Grade
- dataset_name
- CPTAC-HNSC
- 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
- 3
- labels
- {"0": "1", "1": "2", "2": "3"}
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
- pathology
- label_visibility
- direct
Result Evidence
- result_tier
- Informative
- result_quality_score
- 79.7
- result_flags
- —
- result_tier_reason
- Clear model separation: significant-win density 0.236.Difficulty sits in a usable range: best mean 0.786.
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