Task Evidence
DLBCL-Morphology · tumor_stage (DLBCL-Morphology__Stage)
Diagnostic Pathology / Anatomic Staging, Invasion & Metastatic Burden
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 · Anatomic Staging, Invasion & Metastatic BurdenlymphomamixedInformative evidence
Task metadata
Fields sourced from benchmark_main. Missing values are shown as —.
Identity
- task_key
- DLBCL-Morphology__Stage
- dataset_name
- DLBCL-Morphology
- task_name
- tumor_stage
- task_type
- cls
Taxonomy
- task_family_l1
- Diagnostic Pathology
- task_family_l2
- Anatomic Staging, Invasion & Metastatic Burden
- label_structure
- ordinal
- num_classes
- 4
- labels
- {"0": "II", "1": "I", "2": "III", "3": "IV"}
Biology
- organ
- lymphoma
- stain
- mixed
- specimen_type
- unknown
- timepoint
- unknown
- disease
- 淋巴瘤
Scale & Labels
- patient_n
- 148
- slide_n
- 202
- label_source
- clinical_baseline
- label_visibility
- unknown
Result Evidence
- result_tier
- Informative
- result_quality_score
- 61.3
- result_flags
- floor
- result_tier_reason
- Clear model separation: significant-win density 0.095.Best observed mean is near the metric floor: 0.521.
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