Task Evidence
CAMELYON17 · lesion_size_class (CAMELYON17__lesion_size_class)
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 Burdenaxillary_lymph_nodesH&EAnchor evidence
Task metadata
Fields sourced from benchmark_main. Missing values are shown as —.
Identity
- task_key
- CAMELYON17__lesion_size_class
- dataset_name
- CAMELYON17
- task_name
- lesion_size_class
- 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": "negative", "1": "itc", "2": "micro", "3": "macro"}
Biology
- organ
- axillary_lymph_nodes
- stain
- H&E
- specimen_type
- lymph_node
- timepoint
- diagnosis
- disease
- 乳腺癌（淋巴结转移）
Scale & Labels
- patient_n
- 200
- slide_n
- 1000
- label_source
- pathology
- label_visibility
- direct
Result Evidence
- result_tier
- Anchor
- result_quality_score
- 88.6
- result_flags
- —
- result_tier_reason
- Stable split behavior: median std 0.031.Clear model separation: significant-win density 0.313.Difficulty sits in a usable range: best mean 0.641.
loading…
Similar tasks
Ranked by shared L2 subtype first, then L1 family, organ, type and label structure.
- CAMELYON17 · pathologic_n_stageL1 · Diagnostic PathologyL2 · Anatomic Staging, Invasion & Metastatic Burdenaxillary_lymph_nodesclsscore 14has results
- CAMELYON16 · in_situ_statusL1 · Diagnostic PathologyL2 · Anatomic Staging, Invasion & Metastatic Burdenaxillary_lymph_nodesclsscore 13has results
- CAMELYON16 · lesion_size_classL1 · Diagnostic PathologyL2 · Anatomic Staging, Invasion & Metastatic Burdenaxillary_lymph_nodesclsscore 13has results
- BCNB · axillary_lymph_node_statusL1 · Diagnostic PathologyL2 · Anatomic Staging, Invasion & Metastatic Burdenbreastclsscore 11has results
- CHIMERA2025 · tumor_substageL1 · Diagnostic PathologyL2 · Anatomic Staging, Invasion & Metastatic Burdenbladderclsscore 11has results
- NLST · clinical_n_stageL1 · Diagnostic PathologyL2 · Anatomic Staging, Invasion & Metastatic Burdenlungclsscore 11has results
- NLST · clinical_stageL1 · Diagnostic PathologyL2 · Anatomic Staging, Invasion & Metastatic Burdenlungclsscore 11has results
- NLST · clinical_substageL1 · Diagnostic PathologyL2 · Anatomic Staging, Invasion & Metastatic Burdenlungclsscore 11has results