Question Answering on Epi-Scale gemini-2.5-flash-001 (adversarial split)
88Entity Swap AccuracyCDD
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| CDD2026.05 | 88 | 83.2 | 71.3 | 69.9 | 78.1 | |
| Self-RAGSetting=Prompted2026.05 | 69.5 | 65 | 66 | 67.5 | 67 | |
| NLI-Filtered RAG2026.05 | 68 | 64.5 | 65.5 | 67 | 66.2 | |
| Vanilla CoT2026.05 | 62 | 61.3 | 63.2 | 68.1 | 63.7 | |
| Standard RAG2026.05 | 58.4 | 56 | 68.8 | 68.8 | 63 | |
| ClosedBookSetting=Zero-shot2026.05 | 43.7 | 40.7 | 50 | 44.4 | 44.7 |