Retrieval on LoCo 1024 tokens V1
0.2191NDCG@10KV-Embedding
Evaluation results
| Method | Links | |
|---|---|---|
| KV-EmbeddingBase Model=Llama-3.1-8B-Instruct2026.01 | 0.2191 | |
| KV-EmbeddingBase Model=Mistral-7B-Instruct-v0.12026.01 | 0.2165 | |
| KV-EmbeddingBase Model=Qwen3-4B2026.01 | 0.1289 | |
| EchoBase Model=Llama-3.1-8B-Instruct2026.01 | 0.1128 | |
| EchoBase Model=Qwen3-4B2026.01 | 0.0961 | |
| EchoBase Model=Mistral-7B-Instruct-v0.12026.01 | 0.0627 | |
| PromptEOLBase Model=Llama-3.1-8B-Instruct2026.01 | 0.0463 | |
| Token PrependingBase Model=Llama-3.1-8B-Instruct2026.01 | 0.0421 | |
| Token PrependingBase Model=Mistral-7B-Instruct-v0.12026.01 | 0.0416 | |
| Token PrependingBase Model=Qwen3-4B2026.01 | 0.0414 | |
| PromptEOLBase Model=Mistral-7B-Instruct-v0.12026.01 | 0.0414 | |
| PromptEOLBase Model=Qwen3-4B2026.01 | 0.0413 |