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Benchmarks
Classification on 14-region
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85.7
Accuracy
LAMA
67.5
72.225
76.95
81.675
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
2026.01
85.7
82.9
92
94.8
Self-Reflection
Method Category=LLM Pr...
2026.01
75.1
70.4
89.1
91.9
Self-Consistency
Method Category=LLM Pr...
2026.01
71
65.9
87.6
91.4
CoT
Method Category=LLM Pr...
2026.01
69.7
65
85.9
90.5
XLM-RoBERTa
Method Category=Neural...
2026.01
69
63.1
83
89.4
CANINE
Method Category=Neural...
2026.01
68.3
62.1
82.4
88.8
SVM
Method Category=Neural...
2026.01
68.2
61.9
81.2
87.2
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