Leaderboard

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

518
Evaluated Skills
95
Top Score
87
Avg Score
OverviewLoading…
Category
Rank
–
Total Score
–
Core Cap.
–
Med. Task
–
Highest Score
95
Paper Sprint Review
Avg Total Score
87.2
overall average
Avg Core Cap.
87.0
out of 100 (40% weight)
Avg Med. Task
87.4
out of 100 (60% weight)
Score Range
78–95
min 78 / max 95
Rank
Score
Skill
Core Capability (40%)
Medical Task (60%)
Stats
95/100
Paper Sprint Review
Academic WritingAIPOCH
Core Cap.93
Med. Task96.3
121
0
95/100
Ssgsea Immune Infiltration Analysis
Data AnalysisAIPOCH
Core Cap.94
Med. Task96.2
7
0
94/100
Consensus Clustering Analysis
Data AnalysisAIPOCH
Core Cap.94
Med. Task93.2
19
0
#4
94/100
Immune Pathway Analysis
Data AnalysisAIPOCH
Core Cap.98
Med. Task91.4
9
0
#5
93/100
Pca Dimensionality Reduction
Data AnalysisAIPOCH
Core Cap.92
Med. Task93.2
6
0
#6
93/100
Svm Model Importance Analysis
Data AnalysisAIPOCH
Core Cap.94
Med. Task92.2
7
0
#7
93/100
Gene Protein Expression Matrix Normalization
Data AnalysisAIPOCH
Core Cap.93
Med. Task92.2
5
0
#8
93/100
Results Section Writer
Academic WritingAIPOCH
Core Cap.97
Med. Task90.3
76
0
#9
92/100
Gene Database
Evidence InsightAIPOCH
Core Cap.87
Med. Task96.0
278
8
#10
92/100
Citation Network
Evidence InsightAIPOCH
Core Cap.87
Med. Task96.0
100
0
#11
92/100
Clinvar Database
Evidence InsightAIPOCH
Core Cap.85
Med. Task96.0
331
5
#12
92/100
Alphafold Db
Evidence InsightAIPOCH
Core Cap.85
Med. Task96.0
239
0
#13
92/100
Reactome Skill
Evidence InsightAIPOCH
Core Cap.85
Med. Task96.0
73
0
#14
92/100
Conference Tweet Generator
OtherAIPOCH
Core Cap.88
Med. Task94.6
75
0
#15
92/100
Iso 13485 Certification
OtherAIPOCH
Core Cap.88
Med. Task94.6
239
9
#16
92/100
Multi Source News Writer
OtherAIPOCH
Core Cap.88
Med. Task94.6
76
0
#17
92/100
Market Research Report Generator
OtherAIPOCH
Core Cap.88
Med. Task94.6
84
0
#18
92/100
Expert Interview Generator
OtherAIPOCH
Core Cap.88
Med. Task94.6
77
0
#19
92/100
Imagegenskill
OtherAIPOCH
Core Cap.87
Med. Task94.6
98
0
#20
92/100
Lncrna Regulatory Network Construction Analysis
Data AnalysisAIPOCH
Core Cap.94
Med. Task91.4
9
0

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