Task Evidence
IMP-Cervical · cervical_dysplasia_grade (IMP-Cervical__subtype)
Diagnostic Pathology / Histologic Grading & Dysplasia Severity
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 · Histologic Grading & Dysplasia SeveritycervicalH&EAnchor evidence
Task metadata
Fields sourced from benchmark_main. Missing values are shown as —.
Identity
- task_key
- IMP-Cervical__subtype
- dataset_name
- IMP-Cervical
- task_name
- cervical_dysplasia_grade
- task_type
- cls
Taxonomy
- task_family_l1
- Diagnostic Pathology
- task_family_l2
- Histologic Grading & Dysplasia Severity
- label_structure
- multiclass
- num_classes
- 4
- labels
- {"0": "Non-neoplastic (NNeo)", "1": "Low-grade squamous intraepithelial lesion (LSIL)", "2": "High-grade squamous intraepithelial lesion (HSIL)", "3": "Non-representative (other)"}
Biology
- organ
- cervical
- stain
- H&E
- specimen_type
- resection
- timepoint
- diagnosis
- disease
- 宫颈癌
Scale & Labels
- patient_n
- 599
- slide_n
- 599
- label_source
- pathology
- label_visibility
- direct
Result Evidence
- result_tier
- Anchor
- result_quality_score
- 87.9
- result_flags
- —
- result_tier_reason
- Stable split behavior: median std 0.023.Clear model separation: significant-win density 0.424.Difficulty sits in a usable range: best mean 0.932.
loading…
Similar tasks
Ranked by shared L2 subtype first, then L1 family, organ, type and label structure.
- BC-Therapy · histologic_gradeL1 · Diagnostic PathologyL2 · Histologic Grading & Dysplasia Severitybreastclsscore 10has results
- BCNB · histologic_gradeL1 · Diagnostic PathologyL2 · Histologic Grading & Dysplasia Severitybreastclsscore 10has results
- CPTAC-HNSC · histologic_gradeL1 · Diagnostic PathologyL2 · Histologic Grading & Dysplasia Severityhead/neckclsscore 10has results
- CPTAC-LSCC · histologic_gradeL1 · Diagnostic PathologyL2 · Histologic Grading & Dysplasia Severitylungclsscore 10has results
- HANCOCK · scc_keratinizing_gradeL1 · Diagnostic PathologyL2 · Histologic Grading & Dysplasia Severityhead/neckclsscore 10has results
- HANCOCK · scc_nonkeratinizing_gradeL1 · Diagnostic PathologyL2 · Histologic Grading & Dysplasia Severityhead/neckclsscore 10has results
- IMP · cervical_dysplasia_gradeL1 · Diagnostic PathologyL2 · Histologic Grading & Dysplasia Severitycolorectalclsscore 10has results
- IPD-Brain · histologic_gradeL1 · Diagnostic PathologyL2 · Histologic Grading & Dysplasia Severitybrainclsscore 10has results