Task Evidence
NLST · pathologic_substage (NLST__path_substage)
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 BurdenlungH&EAnchor evidence
Task metadata
Fields sourced from benchmark_main. Missing values are shown as —.
Identity
- task_key
- NLST__path_substage
- dataset_name
- NLST
- task_name
- pathologic_substage
- task_type
- cls
Taxonomy
- task_family_l1
- Diagnostic Pathology
- task_family_l2
- Anatomic Staging, Invasion & Metastatic Burden
- label_structure
- ordinal
- num_classes
- 7
- labels
- {"0": "StageIA", "1": "StageIB", "2": "StageIIA", "3": "StageIIIB", "4": "StageIIB", "5": "StageIIIA", "6": "StageIV"}
Biology
- organ
- lung
- stain
- H&E
- specimen_type
- unknown
- timepoint
- diagnosis
- disease
- 肺癌
Scale & Labels
- patient_n
- 346
- slide_n
- 1008
- label_source
- clinical_baseline
- label_visibility
- indirect
Result Evidence
- result_tier
- Anchor
- result_quality_score
- 84.5
- result_flags
- —
- result_tier_reason
- Stable split behavior: median std 0.038.Clear model separation: significant-win density 0.181.Difficulty sits in a usable range: best mean 0.596.
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