Task Evidence
Hungarian-CRC-Screen · neoplastic_status (Hungarian-Colorectal-Screening__neoplastic)
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 DiagnosiscolorectalH&EAnchor evidence
Task metadata
Fields sourced from benchmark_main. Missing values are shown as —.
Identity
- task_key
- Hungarian-Colorectal-Screening__neoplastic
- dataset_name
- Hungarian-CRC-Screen
- task_name
- neoplastic_status
- task_type
- cls
Taxonomy
- task_family_l1
- Diagnostic Pathology
- task_family_l2
- Disease Entity & Histologic Diagnosis
- label_structure
- binary
- num_classes
- 2
- labels
- {"0": "non_neoplastic", "1": "neoplastic"}
Biology
- organ
- colorectal
- stain
- H&E
- specimen_type
- mixed
- timepoint
- diagnosis
- disease
- 结直肠癌
Scale & Labels
- patient_n
- 200
- slide_n
- 200
- label_source
- pathology
- label_visibility
- direct
Result Evidence
- result_tier
- Anchor
- result_quality_score
- 87.5
- result_flags
- —
- result_tier_reason
- Clear model separation: significant-win density 0.378.Difficulty sits in a usable range: best mean 0.985.
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