Task Evidence
NLST · clinical_substage (NLST__clinical_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 BurdenlungH&EAnchor evidence
Task metadata
Fields sourced from benchmark_main. Missing values are shown as —.
Identity
- task_key
- NLST__clinical_substage
- dataset_name
- NLST
- task_name
- clinical_substage
- task_type
- cls
Taxonomy
- task_family_l1
- Diagnostic Pathology
- task_family_l2
- Anatomic Staging, Invasion & Metastatic Burden
- label_structure
- ordinal
- num_classes
- 7
- labels
- {"0": "StageIA", "1": "StageIIIB", "2": "StageIV", "3": "StageIB", "4": "StageIIIA", "5": "StageIIA", "6": "StageIIB"}
Biology
- organ
- lung
- stain
- H&E
- specimen_type
- unknown
- timepoint
- diagnosis
- disease
- 肺癌
Scale & Labels
- patient_n
- 382
- slide_n
- 1039
- label_source
- clinical_baseline
- label_visibility
- indirect
Result Evidence
- result_tier
- Anchor
- result_quality_score
- 89.1
- result_flags
- config_sensitive
- result_tier_reason
- Clear model separation: significant-win density 0.271.Difficulty sits in a usable range: best mean 0.683.Leader changes across checkpoint strategies: 3 distinct leaders.
loading…
Similar tasks
Ranked by shared L2 subtype first, then L1 family, organ, type and label structure.
- NLST · clinical_n_stageL1 · Diagnostic PathologyL2 · Anatomic Staging, Invasion & Metastatic Burdenlungclsscore 14has results
- NLST · clinical_stageL1 · Diagnostic PathologyL2 · Anatomic Staging, Invasion & Metastatic Burdenlungclsscore 14has results
- NLST · clinical_t_stageL1 · Diagnostic PathologyL2 · Anatomic Staging, Invasion & Metastatic Burdenlungclsscore 14has results
- NLST · pathologic_n_stageL1 · Diagnostic PathologyL2 · Anatomic Staging, Invasion & Metastatic Burdenlungclsscore 14has results
- NLST · pathologic_stageL1 · Diagnostic PathologyL2 · Anatomic Staging, Invasion & Metastatic Burdenlungclsscore 14has results
- NLST · pathologic_substageL1 · Diagnostic PathologyL2 · Anatomic Staging, Invasion & Metastatic Burdenlungclsscore 14has results
- NLST · pathologic_t_stageL1 · Diagnostic PathologyL2 · Anatomic Staging, Invasion & Metastatic Burdenlungclsscore 14has results
- NLST · summary_stageL1 · Diagnostic PathologyL2 · Anatomic Staging, Invasion & Metastatic Burdenlungclsscore 14has results