Task Evidence
Brain-Mets-Lung-MRI-Path-Segs · gpa_histology_class (Brain-Mets-Lung-MRI-Path-Segs__GPA_Histology_Class)
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 DiagnosisbrainH&EAnchor evidence
Task metadata
Fields sourced from benchmark_main. Missing values are shown as —.
Identity
- task_key
- Brain-Mets-Lung-MRI-Path-Segs__GPA_Histology_Class
- dataset_name
- Brain-Mets-Lung-MRI-Path-Segs
- task_name
- gpa_histology_class
- task_type
- cls
Taxonomy
- task_family_l1
- Diagnostic Pathology
- task_family_l2
- Disease Entity & Histologic Diagnosis
- label_structure
- multiclass
- num_classes
- 3
- labels
- {"0": "SCLC", "1": "NSCLC Adenocarcinoma", "2": "NSCLC Non-adenocarcinoma"}
Biology
- organ
- brain
- stain
- H&E
- specimen_type
- resection
- timepoint
- metastatic_or_recurrence
- disease
- 肺癌（脑转移）
Scale & Labels
- patient_n
- 103
- slide_n
- 111
- label_source
- pathology
- label_visibility
- direct
Result Evidence
- result_tier
- Anchor
- result_quality_score
- 83.3
- result_flags
- —
- result_tier_reason
- Clear model separation: significant-win density 0.380.Difficulty sits in a usable range: best mean 0.916.
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