Sentence Retrieval on ZuCo 1.0
67.55Top-5 AccuracyBrain-CLIPLM
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Brain-CLIPLMCondition=CoT+RAG (Full)2026.03 | 67.55 | 77.5 | 80 | 82.5 | 85 | |
| Brain-CLIPLMCondition=CoT Only2026.03 | 52.3 | 63.4 | 67.8 | 71.2 | 74.6 | |
| Brain-CLIPLMCondition=RAG Only2026.03 | 48.7 | 59.2 | 64.5 | 68.3 | 71.9 | |
| Brain-CLIPLMCondition=Naive Generation2026.03 | 38.2 | 47.8 | 52.3 | 55.6 | 58.4 | |
| Wang and Ji2026.03 | 28.4 | 35.6 | 39.2 | 41.8 | 43.5 | |
| Random Chance2026.03 | 0.5 | 1 | 1.5 | 2 | 2.5 |