Task Evidence
CHIMERA2025 · lymphovascular_invasion (CHIMERA2025__LVI)
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 BurdenbladderH&EExploratory evidence
Task metadata
Fields sourced from benchmark_main. Missing values are shown as —.
Identity
- task_key
- CHIMERA2025__LVI
- dataset_name
- CHIMERA2025
- task_name
- lymphovascular_invasion
- task_type
- cls
Taxonomy
- task_family_l1
- Diagnostic Pathology
- task_family_l2
- Anatomic Staging, Invasion & Metastatic Burden
- label_structure
- binary
- num_classes
- 2
- labels
- {"0": "False", "1": "True"}
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
- Exploratory
- result_quality_score
- 54.3
- result_flags
- unstable
- result_tier_reason
- High split dispersion: median std 0.247.Difficulty sits in a usable range: best mean 0.588.Leader has a visible runner-up gap: 0.039.
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