Task Evidence
BRACS · coarse_diagnosis (BRACS__slidelevel_coarse)
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_coarse
- dataset_name
- BRACS
- task_name
- coarse_diagnosis
- task_type
- cls
Taxonomy
- task_family_l1
- Diagnostic Pathology
- task_family_l2
- Disease Entity & Histologic Diagnosis
- label_structure
- multiclass
- num_classes
- 3
- labels
- {"0": "Atypical tumor", "1": "Benign tumor", "2": "Malignant tumor"}
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
- 88.6
- result_flags
- config_sensitive
- result_tier_reason
- Stable split behavior: median std 0.028.Clear model separation: significant-win density 0.431.Difficulty sits in a usable range: best mean 0.911.Leader changes across checkpoint strategies: 3 distinct leaders.
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