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Logical Reasoning on LogiQA (Selection Accuracy)
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43.57
Selection Accuracy
Contrastive Causality (CC)
37.8812
39.3581
40.835
42.3119
Jan 20, 2026
Selection Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Selection Accuracy
Contrastive Causality (CC)
Perturbation=none
2026.01
43.57
Self-Certainty (SC)
Perturbation=none
2026.01
42.67
Self-Certainty (SC)
Perturbation=shuffling
2026.01
42.2
Contrastive Causality (CC)
Perturbation=shuffling
2026.01
41.9
Self-Certainty (SC)
Perturbation=small-eval
2026.01
39.7
Contrastive Causality (CC)
Perturbation=small-eval
2026.01
38.1
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