Task Evidence
AURORA-MBC · sample_origin_type (AURORA-Metastatic-Breast-Multiomics__Sample_Type)
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 ContextbreastH&EAnchor evidence
Task metadata
Fields sourced from benchmark_main. Missing values are shown as —.
Identity
- task_key
- AURORA-Metastatic-Breast-Multiomics__Sample_Type
- dataset_name
- AURORA-MBC
- task_name
- sample_origin_type
- task_type
- cls
Taxonomy
- task_family_l1
- Tissue / Specimen Context
- task_family_l2
- Tissue/Specimen Origin & Sampling Context
- label_structure
- binary
- num_classes
- 2
- labels
- {"0": "Primary", "1": "Metastasis"}
Biology
- organ
- breast
- stain
- H&E
- specimen_type
- unknown
- timepoint
- mixed
- disease
- 乳腺癌
Scale & Labels
- patient_n
- 49
- slide_n
- 152
- label_source
- clinical_baseline
- label_visibility
- indirect
Result Evidence
- result_tier
- Anchor
- result_quality_score
- 86
- result_flags
- —
- result_tier_reason
- Clear model separation: significant-win density 0.219.Difficulty sits in a usable range: best mean 0.957.
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Similar tasks
Ranked by shared L2 subtype first, then L1 family, organ, type and label structure.
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