Task Evidence
SURGEN · tumor_stage (SURGEN__stage)
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 BurdencolorectalH&EAnchor evidence
Task metadata
Fields sourced from benchmark_main. Missing values are shown as —.
Identity
- task_key
- SURGEN__stage
- dataset_name
- SURGEN
- task_name
- tumor_stage
- task_type
- cls
Taxonomy
- task_family_l1
- Diagnostic Pathology
- task_family_l2
- Anatomic Staging, Invasion & Metastatic Burden
- label_structure
- ordinal
- num_classes
- 2
- labels
- {"0": "early_stage", "1": "late_stage"}
Biology
- organ
- colorectal
- stain
- H&E
- specimen_type
- unknown
- timepoint
- diagnosis
- disease
- 结直肠癌
Scale & Labels
- patient_n
- 271
- slide_n
- 271
- label_source
- clinical_baseline
- label_visibility
- indirect
Result Evidence
- result_tier
- Anchor
- result_quality_score
- 88.4
- result_flags
- —
- result_tier_reason
- Clear model separation: significant-win density 0.201.Difficulty sits in a usable range: best mean 0.665.
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