Information Retrieval on BEIR SciFact (test)
99.35nDCG@10DIVE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DIVEBackbone=LLM2Vec-Sheared-LLaMA-1.3B, Dimension=128d2026.05 | 99.35 | 100 | |
| Search-AdaptorBackbone=LLM2Vec-Sheared-LLaMA-1.3B, Dimension=128d2026.05 | 92.26 | 94.27 | |
| SMECBackbone=LLM2Vec-Sheared-LLaMA-1.3B, Dimension=128d2026.05 | 55.45 | 68.02 | |
| Matryoshka-AdaptorBackbone=LLM2Vec-Sheared-LLaMA-1.3B, Dimension=128d2026.05 | 43.43 | 59.2 | |
| FrozenBackbone=LLM2Vec-Sheared-LLaMA-1.3B, Dimension=2048d2026.05 | 37.29 | — |