Information Retrieval on RTEB
58.92NDCG@10DREAM
Evaluation results
| Method | Links | |
|---|---|---|
| DREAMBackbone=Llama-3.2-3B2026.06 | 58.92 | |
| DREAMBackbone=Llama-3.2-1B2026.06 | 55.14 | |
| REVELABackbone=Llama-3.2-3B2026.06 | 49.45 | |
| DREAMBackbone=Qwen2.5-0.5B2026.06 | 47.88 | |
| REVELABackbone=Llama-3.2-1B2026.06 | 44.99 | |
| REVELABackbone=Qwen2.5-0.5B2026.06 | 41.07 | |
| InfoNCEBackbone=Llama-3.2-1B2026.06 | 36.58 | |
| InfoNCEBackbone=Llama-3.2-3B2026.06 | 34.05 | |
| REPLUGBackbone=Llama-3.2-3B2026.06 | 32.5 | |
| BM25Backbone=Lexical (None)2026.06 | 31.76 | |
| InfoNCEBackbone=Qwen2.5-0.5B2026.06 | 29.5 | |
| REPLUGBackbone=Llama-3.2-1B2026.06 | 28.55 | |
| REPLUGBackbone=Qwen2.5-0.5B2026.06 | 27.82 | |
| Qwen3-Embedding-8BScale=8B2026.06 | 0.7383 | |
| DREAM-8BBackbone=Llama-3.1-8B, Scale=8B2026.06 | 0.6417 | |
| E5-mistral-7b-instructScale=7B2026.06 | 0.6031 | |
| Cohere-embed-english-v3.02026.06 | 0.5083 | |
| BGE-large-en-v1.52026.06 | 0.4943 |