Task Evidence
CAMELYON16 · histology_type (CAMELYON16__histology_type)
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 Diagnosisaxillary_lymph_nodesH&EInformative evidence
Task metadata
Fields sourced from benchmark_main. Missing values are shown as —.
Identity
- task_key
- CAMELYON16__histology_type
- dataset_name
- CAMELYON16
- task_name
- histology_type
- task_type
- cls
Taxonomy
- task_family_l1
- Diagnostic Pathology
- task_family_l2
- Disease Entity & Histologic Diagnosis
- label_structure
- multiclass
- num_classes
- 3
- labels
- {"0": "IDC_like", "1": "ILC_like", "2": "in_situ_or_papillary"}
Biology
- organ
- axillary_lymph_nodes
- stain
- H&E
- specimen_type
- lymph_node
- timepoint
- diagnosis
- disease
- 乳腺癌（淋巴结转移）
Scale & Labels
- patient_n
- 124
- slide_n
- 124
- label_source
- derived_or_unknown
- label_visibility
- direct
Result Evidence
- result_tier
- Informative
- result_quality_score
- 74.6
- result_flags
- —
- result_tier_reason
- Clear model separation: significant-win density 0.173.Difficulty sits in a usable range: best mean 0.621.
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