Task Evidence
CAMELYON16 · in_situ_status (CAMELYON16__histology_situ)
Diagnostic Pathology / Anatomic Staging, Invasion & Metastatic Burden
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 · Anatomic Staging, Invasion & Metastatic Burdenaxillary_lymph_nodesH&EInformative evidence
Task metadata
Fields sourced from benchmark_main. Missing values are shown as —.
Identity
- task_key
- CAMELYON16__histology_situ
- dataset_name
- CAMELYON16
- task_name
- in_situ_status
- task_type
- cls
Taxonomy
- task_family_l1
- Diagnostic Pathology
- task_family_l2
- Anatomic Staging, Invasion & Metastatic Burden
- label_structure
- binary
- num_classes
- 2
- labels
- {"0": "in_situ", "1": "invasive"}
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
- 125
- slide_n
- 125
- label_source
- derived_or_unknown
- label_visibility
- direct
Result Evidence
- result_tier
- Informative
- result_quality_score
- 62.9
- result_flags
- unstable
- result_tier_reason
- High split dispersion: median std 0.155.Clear model separation: significant-win density 0.131.Difficulty sits in a usable range: best mean 0.639.
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