Task Evidence
CHIMERA2025 · tumor_substage (CHIMERA2025__substage)
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&EInformative evidence
Task metadata
Fields sourced from benchmark_main. Missing values are shown as —.
Identity
- task_key
- CHIMERA2025__substage
- dataset_name
- CHIMERA2025
- task_name
- tumor_substage
- task_type
- cls
Taxonomy
- task_family_l1
- Diagnostic Pathology
- task_family_l2
- Anatomic Staging, Invasion & Metastatic Burden
- label_structure
- ordinal
- num_classes
- 2
- labels
- {"0": "T1m", "1": "T1e"}
Biology
- organ
- bladder
- stain
- H&E
- specimen_type
- resection
- timepoint
- pre_treatment
- disease
- 膀胱癌
Scale & Labels
- patient_n
- 125
- slide_n
- 125
- label_source
- pathology
- label_visibility
- direct
Result Evidence
- result_tier
- Informative
- result_quality_score
- 78.2
- result_flags
- config_sensitive
- result_tier_reason
- Clear model separation: significant-win density 0.157.Difficulty sits in a usable range: best mean 0.745.Leader has a visible runner-up gap: 0.021.Leader changes across checkpoint strategies: 3 distinct leaders.
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