Information Retrieval on Istella22
68.92MRR@10IKE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| IKELLM Backbone=LLM2Vec, Space Type=IKE, psi=16, Space=8x reduction, Time (Other)=3.26s, Time (Search)=0.62s2026.01 | 68.92 | 63.86 | |
| LLMLLM Backbone=LLM2Vec, Space Type=LLM, Space=1.0x, Time (Other)=5.05s, Time (Search)=1.56s2026.01 | 68.11 | 63.88 | |
| LLMLLM Backbone=Qwen3-embedding, Space Type=LLM, Space=1.0x, Time (Other)=5.23s, Time (Search)=1.62s2026.01 | 65.25 | 59.44 | |
| IKELLM Backbone=Qwen3-embedding, Space Type=IKE, psi=11, Space=8x reduction, Time (Other)=1.64s, Time (Search)=0.61s2026.01 | 65.11 | 59.63 |