Information Retrieval on BEIR quora (test)
91.99nDCG@10DIVE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DIVEBackbone=LLM2Vec-Sheared-LLaMA-1.3B, Dimension=128d2026.05 | 91.99 | 97.99 | |
| FrozenBackbone=LLM2Vec-Sheared-LLaMA-1.3B, Dimension=2048d2026.05 | 80.16 | — | |
| Search-AdaptorBackbone=LLM2Vec-Sheared-LLaMA-1.3B, Dimension=128d2026.05 | 79.28 | 83.76 | |
| Matryoshka-AdaptorBackbone=LLM2Vec-Sheared-LLaMA-1.3B, Dimension=128d2026.05 | 77.2 | 87.03 | |
| SMECBackbone=LLM2Vec-Sheared-LLaMA-1.3B, Dimension=128d2026.05 | 61.81 | 68.85 |