Task Evidence
HANCOCK · sample_origin_type (Hancock__primarily_metastasis)
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 Contexthead/neckH&EInformative evidence
Task metadata
Fields sourced from benchmark_main. Missing values are shown as —.
Identity
- task_key
- Hancock__primarily_metastasis
- dataset_name
- HANCOCK
- 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
- head/neck
- stain
- H&E
- specimen_type
- resection
- timepoint
- diagnosis
- disease
- 头颈部癌
Scale & Labels
- patient_n
- 673
- slide_n
- 681
- label_source
- clinical_baseline
- label_visibility
- unknown
Result Evidence
- result_tier
- Informative
- result_quality_score
- 76.4
- result_flags
- config_sensitive
- result_tier_reason
- Clear model separation: significant-win density 0.176.Difficulty sits in a usable range: best mean 0.700.Leader changes across checkpoint strategies: 3 distinct leaders.
loading…
Similar tasks
Ranked by shared L2 subtype first, then L1 family, organ, type and label structure.
- HANCOCK · primary_tumor_siteL1 · Tissue / Specimen ContextL2 · Tissue/Specimen Origin & Sampling Contexthead/neckclsscore 13has results
- AURORA-MBC · sample_origin_typeL1 · Tissue / Specimen ContextL2 · Tissue/Specimen Origin & Sampling Contextbreastclsscore 11has results
- CHIMERA2025 · repeat_tur_statusL1 · Tissue / Specimen ContextL2 · Tissue/Specimen Origin & Sampling Contextbladderclsscore 11has results
- PTRC-HGSOC · sample_origin_typeL1 · Tissue / Specimen ContextL2 · Tissue/Specimen Origin & Sampling Contextovaryclsscore 11has results
- SLN-Breast · sample_origin_typeL1 · Tissue / Specimen ContextL2 · Tissue/Specimen Origin & Sampling Contextaxillary_lymph_nodesclsscore 11has results
- AURORA-MBC · sample_collection_timepointL1 · Tissue / Specimen ContextL2 · Tissue/Specimen Origin & Sampling Contextbreastclsscore 10has results
- CMB · primary_site_groupL1 · Tissue / Specimen ContextL2 · Tissue/Specimen Origin & Sampling Contextmulti_organclsscore 10has results
- CPTAC-ALL · organ_of_originL1 · Tissue / Specimen ContextL2 · Tissue/Specimen Origin & Sampling Contextmulti_organclsscore 10has results