Task Evidence
Hungarian-CRC-Screen · colorectal_cancer_status (Hungarian-Colorectal-Screening__CRC)
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&EInformative evidence
Task metadata
Fields sourced from benchmark_main. Missing values are shown as —.
Identity
- task_key
- Hungarian-Colorectal-Screening__CRC
- dataset_name
- Hungarian-CRC-Screen
- task_name
- colorectal_cancer_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_CRC", "1": "CRC"}
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
- Informative
- result_quality_score
- 77
- result_flags
- ceilingcrowded_head
- result_tier_reason
- Stable split behavior: median std 0.027.Clear model separation: significant-win density 0.338.Best observed mean is near the metric ceiling: 0.995.Many contenders sit near the best score: 37.8% within 0.01.
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