Task Evidence
BRACS · fine_diagnosis (BRACS__slidelevel_fine)
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 DiagnosisbreastH&EAnchor evidence
Task metadata
Fields sourced from benchmark_main. Missing values are shown as —.
Identity
- task_key
- BRACS__slidelevel_fine
- dataset_name
- BRACS
- task_name
- fine_diagnosis
- task_type
- cls
Taxonomy
- task_family_l1
- Diagnostic Pathology
- task_family_l2
- Disease Entity & Histologic Diagnosis
- label_structure
- multiclass
- num_classes
- 7
- labels
- {"0": "Atypical ductal hyperplasia", "1": "Ductal carcinoma in situ", "2": "Flat epithelial atypia", "3": "Invasive carcinoma", "4": "Normal", "5": "Pathological benign", "6": "Usual ductal hyperplasia"}
Biology
- organ
- breast
- stain
- H&E
- specimen_type
- biopsy
- timepoint
- diagnosis
- disease
- 乳腺癌
Scale & Labels
- patient_n
- 189
- slide_n
- 545
- label_source
- pathology
- label_visibility
- direct
Result Evidence
- result_tier
- Anchor
- result_quality_score
- 92.1
- result_flags
- —
- result_tier_reason
- Stable split behavior: median std 0.024.Clear model separation: significant-win density 0.436.Difficulty sits in a usable range: best mean 0.872.
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