Information Retrieval on FEVER-HN
0.9391MRR@10LLM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LLMLLM Backbone=Qwen3-embedding, Space Type=LLM, Space=1.0x, Time (Other)=0.88s, Time (Search)=1.22s2026.01 | 0.9391 | 0.925 | |
| IKELLM Backbone=Qwen3-embedding, Space Type=IKE, psi=13, Space=8x reduction, Time (Other)=0.39s, Time (Search)=0.29s2026.01 | 0.9359 | 0.9209 | |
| LLMLLM Backbone=LLM2Vec, Space Type=LLM, Space=1.0x, Time (Other)=0.84s, Time (Search)=1.10s2026.01 | 0.9152 | 0.9045 | |
| IKELLM Backbone=LLM2Vec, Space Type=IKE, psi=15, Space=8x reduction, Time (Other)=0.59s, Time (Search)=0.26s2026.01 | 0.9136 | 0.9027 |