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Benchmarks
6-Continent Classification (test)
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91.3
Accuracy
LAMA
76.116
80.058
84
87.942
Jan 19, 2026
Accuracy
Macro-F1
Precision@2
Precision@3
Updated 1mo ago
Evaluation Results
Method
Method
Links
Accuracy
Macro-F1
Precision@2
Precision@3
LAMA
Model Category=Propose...
2026.01
91.3
88.1
96.2
98.4
Self-Reflection
Model Category=LLM Pro...
2026.01
84.7
79.6
94.1
97.6
CoT
Model Category=LLM Pro...
2026.01
82.7
75.3
94
97.8
Self-Consistency
Model Category=LLM Pro...
2026.01
82.4
76
95.2
98.7
XLM-RoBERTa
Model Category=Neural...
2026.01
78
69.2
91.1
96
CANINE
Model Category=Neural...
2026.01
77.6
69.6
90.6
95.9
SVM
Model Category=Neural...
2026.01
76.7
67.9
89.9
95.2
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