Task Evidence
CMB · primary_site_group (CMB__Topographic_Site)
Tissue / Specimen Context / Tissue/Specimen Origin & Sampling Context
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 · Tissue / Specimen ContextL2 · Tissue/Specimen Origin & Sampling Contextmulti_organH&EAnchor evidence
Task metadata
Fields sourced from benchmark_main. Missing values are shown as —.
Identity
- task_key
- CMB__Topographic_Site
- dataset_name
- CMB
- task_name
- primary_site_group
- task_type
- cls
Taxonomy
- task_family_l1
- Tissue / Specimen Context
- task_family_l2
- Tissue/Specimen Origin & Sampling Context
- label_structure
- multiclass
- num_classes
- 5
- labels
- {"0": "Hematologic", "1": "Lung", "2": "GI", "3": "GU_GYN", "4": "Breast_Melanoma"}
Biology
- organ
- multi_organ
- stain
- H&E
- specimen_type
- mixed
- timepoint
- mixed
- disease
- 多癌种
Scale & Labels
- patient_n
- 370
- slide_n
- 771
- label_source
- derived_or_unknown
- label_visibility
- indirect
Result Evidence
- result_tier
- Anchor
- result_quality_score
- 87.8
- result_flags
- —
- result_tier_reason
- Stable split behavior: median std 0.025.Clear model separation: significant-win density 0.455.Difficulty sits in a usable range: best mean 0.970.
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Similar tasks
Ranked by shared L2 subtype first, then L1 family, organ, type and label structure.
- CPTAC-ALL · organ_of_originL1 · Tissue / Specimen ContextL2 · Tissue/Specimen Origin & Sampling Contextmulti_organclsscore 14has results
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