Leaderboard

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

537
Evaluated Skills
97
Top Score
87
Avg Score
OverviewLoading…
Category
Rank
–
Total Score
–
Core Cap.
–
Med. Task
–
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
97/100
Estimate Immune Score Analysis
Data AnalysisAIPOCH
Core Cap.99
Med. Task95.2
26
0
96/100
Sample Group Sankey Plot
Data AnalysisAIPOCH
Core Cap.95
Med. Task97.2
22
0
96/100
Nomogram Construction
Data AnalysisAIPOCH
Core Cap.98
Med. Task94.8
24
0
#4
95/100
Paper Sprint Review
Academic WritingAIPOCH
Core Cap.93
Med. Task96.3
210
1
#5
95/100
Ssgsea Immune Infiltration Analysis
Data AnalysisAIPOCH
Core Cap.94
Med. Task96.2
71
0
#6
95/100
Model Calibration Curve
Data AnalysisAIPOCH
Core Cap.96
Med. Task94.4
28
0
#7
95/100
Knn Imputation
Data AnalysisAIPOCH
Core Cap.98
Med. Task92.7
30
0
#8
95/100
Gsva Analysis And Visualization
Data AnalysisAIPOCH
Core Cap.100
Med. Task92.1
24
0
#9
94/100
Consensus Clustering Analysis
Data AnalysisAIPOCH
Core Cap.94
Med. Task93.2
57
0
#10
94/100
Tf Target Gene Regulatory Network
Data AnalysisAIPOCH
Core Cap.96
Med. Task92.4
27
0
#11
94/100
Immune Pathway Analysis
Data AnalysisAIPOCH
Core Cap.98
Med. Task91.4
69
0
#12
93/100
Pca Dimensionality Reduction
Data AnalysisAIPOCH
Core Cap.92
Med. Task93.2
43
0
#13
93/100
Bianque
OtherAIPOCH
Core Cap.93
Med. Task92.6
15
0
#14
93/100
Svm Model Importance Analysis
Data AnalysisAIPOCH
Core Cap.94
Med. Task92.2
39
0
#15
93/100
Gene Protein Expression Matrix Normalization
Data AnalysisAIPOCH
Core Cap.93
Med. Task92.2
43
0
#16
93/100
Results Section Writer
Academic WritingAIPOCH
Core Cap.97
Med. Task90.3
162
2
#17
92/100
Gene Database
Evidence InsightAIPOCH
Core Cap.87
Med. Task96.0
320
9
#18
92/100
Citation Network
Evidence InsightAIPOCH
Core Cap.87
Med. Task96.0
132
0
#19
92/100
Clinvar Database
Evidence InsightAIPOCH
Core Cap.85
Med. Task96.0
378
6
#20
92/100
Alphafold Db
Evidence InsightAIPOCH
Core Cap.85
Med. Task96.0
359
0

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