Share your thoughts, 1 month free Claude Pro on us
See more
Home
/
Benchmarks
Nationality classification on 99-country nationality dataset
Loading...
81.7
Accuracy
LAMA
43.116
53.133
63.15
73.167
Jan 19, 2026
Accuracy
Macro F1 Score
Precision@3
Precision@5
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Macro F1 Score
Precision@3
Precision@5
LAMA
Category=LLM Prompting...
2026.01
81.7
82.4
88.5
90.2
Self-Reflection
Category=LLM Prompting...
2026.01
77.6
78.2
87
89.3
Self-Consistency
Category=LLM Prompting...
2026.01
76.3
76.9
85.5
88
CoT
Category=LLM Prompting...
2026.01
70.9
71.5
82.1
85.3
SVM
Category=Neural Models
2026.01
48.1
46.6
64.4
71
CANINE
Category=Neural Models
2026.01
45
43.5
64.8
73.3
XLM-RoBERTa
Category=Neural Models
2026.01
44.6
42.6
64.7
73.2
Feedback
Search any
task
Search any
task