Logical Reasoning on LogiQA (Selection Accuracy)
43.57Selection AccuracyContrastive Causality (CC)
Evaluation results
| Method | Links | |
|---|---|---|
| Contrastive Causality (CC)Perturbation=none2026.01 | 43.57 | |
| Self-Certainty (SC)Perturbation=none2026.01 | 42.67 | |
| Self-Certainty (SC)Perturbation=shuffling2026.01 | 42.2 | |
| Contrastive Causality (CC)Perturbation=shuffling2026.01 | 41.9 | |
| Self-Certainty (SC)Perturbation=small-eval2026.01 | 39.7 | |
| Contrastive Causality (CC)Perturbation=small-eval2026.01 | 38.1 |