Information Retrieval on Touche 2020 V3
96.94MRR@10LLM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| LLMLLM Backbone=Qwen3-embedding, Space Type=LLM, Space=1.0x, Time (Other)=1.55s, Time (Search)=1.59s2026.01 | 96.94 | 76.41 | |
| IKELLM Backbone=Qwen3-embedding, Space Type=IKE, psi=16, Space=8x reduction, Time (Other)=0.47s, Time (Search)=0.095s2026.01 | 95.83 | 73.35 | |
| LLMLLM Backbone=LLM2Vec, Space Type=LLM, Space=1.0x, Time (Other)=1.57s, Time (Search)=1.44s2026.01 | 82.65 | 51.61 | |
| IKELLM Backbone=LLM2Vec, Space Type=IKE, psi=7, Space=8x reduction, Time (Other)=1.06s, Time (Search)=0.095s2026.01 | 82.37 | 51.02 |