Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
Medical Report Classification on PIFIR (test)
Loading...
92.9
Accuracy
TAGCOS
70.54
76.345
82.15
87.955
Apr 22, 2026
Accuracy
F1-score
Precision
Recall
ROC-AUC
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
F1-score
Precision
Recall
ROC-AUC
TAGCOS
Strategy=TAGCOS, Selec...
2026.04
92.9
95.4
91.2
100
82.7
Uncertainty
Strategy=Uncertainty,...
2026.04
90.5
93.8
90.9
96.8
88
RADS
Strategy=RADS, Selecti...
2026.04
88.1
92.1
90.6
93.5
86.5
Random
Strategy=Random, Selec...
2026.04
75.2
79.1
91.6
72.9
83.7
Diversity
Strategy=Diversity, Se...
2026.04
73.8
84.9
73.8
100
88.3
LM-DPP
Strategy=LM-DPP, Selec...
2026.04
73.8
84.9
73.8
100
81.5
BatchBALD
Strategy=BatchBALD, Se...
2026.04
71.4
79.3
85.2
74.2
74.2
Feedback
Search any
task
Search any
task