Task Evidence
HANCOCK · vascular_invasion (Hancock__vascular_invasion_V)
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 Burdenhead/neckH&EAnchor evidence
Task metadata
Fields sourced from benchmark_main. Missing values are shown as —.
Identity
- task_key
- Hancock__vascular_invasion_V
- dataset_name
- HANCOCK
- task_name
- vascular_invasion
- 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": "negative", "1": "positive"}
Biology
- organ
- head/neck
- stain
- H&E
- specimen_type
- resection
- timepoint
- diagnosis
- disease
- 头颈部癌
Scale & Labels
- patient_n
- 694
- slide_n
- 702
- label_source
- pathology
- label_visibility
- direct
Result Evidence
- result_tier
- Anchor
- result_quality_score
- 81.1
- result_flags
- —
- result_tier_reason
- Clear model separation: significant-win density 0.209.Difficulty sits in a usable range: best mean 0.657.
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