Task Evidence
CHIMERA2025 · variant_histology_status (CHIMERA2025__variant)
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 DiagnosisbladderH&EInformative evidence
Task metadata
Fields sourced from benchmark_main. Missing values are shown as —.
Identity
- task_key
- CHIMERA2025__variant
- dataset_name
- CHIMERA2025
- task_name
- variant_histology_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": "UCC", "1": "UCC_Variant"}
Biology
- organ
- bladder
- stain
- H&E
- specimen_type
- resection
- timepoint
- pre_treatment
- disease
- 膀胱癌
Scale & Labels
- patient_n
- 131
- slide_n
- 131
- label_source
- pathology
- label_visibility
- direct
Result Evidence
- result_tier
- Informative
- result_quality_score
- 70.8
- result_flags
- unstable
- result_tier_reason
- High split dispersion: median std 0.187.Clear model separation: significant-win density 0.208.Difficulty sits in a usable range: best mean 0.809.
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