Leaderboard

Ranked evaluation results for all audited medical research agent skills — scored on core capability and live task execution.

Evaluated Skills
537
Top Score
97
Avg Score
87
OverviewLoading…
Highest Score
97
Estimate Immune Score Analysis
Avg Total Score
87.3
overall average
Avg Core Cap.
87.3
out of 100 (40% weight)
Avg Med. Task
87.5
out of 100 (60% weight)
Score Range
78–97
min 78 / max 97
Rank
Score
Skill
Core Capability (40%)
Medical Task (60%)
Stats
Rank 1
97/100
Estimate Immune Score Analysis
Data AnalysisAIPOCH
Core Cap.99
Med. Task95.2
Views: 874Downloads: 2
Rank 2
96/100
Sample Group Sankey Plot
Data AnalysisAIPOCH
Core Cap.95
Med. Task97.2
Views: 610Downloads: 3
Rank 3
96/100
Nomogram Construction
Data AnalysisAIPOCH
Core Cap.98
Med. Task94.8
Views: 721Downloads: 3
Rank 4
#4
95/100
Paper Sprint Review
Academic WritingAIPOCH
Core Cap.93
Med. Task96.3
Views: 1097Downloads: 12
Rank 5
#5
95/100
Ssgsea Immune Infiltration Analysis
Data AnalysisAIPOCH
Core Cap.94
Med. Task96.2
Views: 829Downloads: 3
Rank 6
#6
95/100
Model Calibration Curve
Data AnalysisAIPOCH
Core Cap.96
Med. Task94.4
Views: 638Downloads: 3
Rank 7
#7
95/100
Knn Imputation
Data AnalysisAIPOCH
Core Cap.98
Med. Task92.7
Views: 606Downloads: 1
Rank 8
#8
95/100
Gsva Analysis And Visualization
Data AnalysisAIPOCH
Core Cap.100
Med. Task92.1
Views: 917Downloads: 13
Rank 9
#9
94/100
Consensus Clustering Analysis
Data AnalysisAIPOCH
Core Cap.94
Med. Task93.2
Views: 709Downloads: 1
Rank 10
#10
94/100
Tf Target Gene Regulatory Network
Data AnalysisAIPOCH
Core Cap.96
Med. Task92.4
Views: 676Downloads: 1
Rank 11
#11
94/100
Immune Pathway Analysis
Data AnalysisAIPOCH
Core Cap.98
Med. Task91.4
Views: 742Downloads: 2
Rank 12
#12
93/100
Pca Dimensionality Reduction
Data AnalysisAIPOCH
Core Cap.92
Med. Task93.2
Views: 512Downloads: 3
Rank 13
#13
93/100
Bianque
OtherAIPOCH
Core Cap.93
Med. Task92.6
Views: 489Downloads: 3
Rank 14
#14
93/100
Svm Model Importance Analysis
Data AnalysisAIPOCH
Core Cap.94
Med. Task92.2
Views: 491Downloads: 1
Rank 15
#15
93/100
Gene Protein Expression Matrix Normalization
Data AnalysisAIPOCH
Core Cap.93
Med. Task92.2
Views: 456Downloads: 2
Rank 16
#16
93/100
Results Section Writer
Academic WritingAIPOCH
Core Cap.97
Med. Task90.3
Views: 812Downloads: 10
Rank 17
#17
92/100
Gene Database
Evidence InsightAIPOCH
Core Cap.87
Med. Task96.0
Views: 1091Downloads: 12
Rank 18
#18
92/100
Citation Network
Evidence InsightAIPOCH
Core Cap.87
Med. Task96.0
Views: 680Downloads: 4
Rank 19
#19
92/100
Clinvar Database
Evidence InsightAIPOCH
Core Cap.85
Med. Task96.0
Views: 1063Downloads: 7
Rank 20
#20
92/100
Alphafold Db
Evidence InsightAIPOCH
Core Cap.85
Med. Task96.0
Views: 1917Downloads: 1

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