Key-Value Retrieval on KV retrieval
99.6Precision@1SE
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SEBackbone=Vicuna2025.12 | 99.6 | 56.4 | 69 | 82.8 | 83.2 | 78.2 | |
| SE w SIWBackbone=Vicuna2025.12 | 99.6 | 56 | 78.8 | 84.6 | 83.4 | 80.5 | |
| SE w SIWBackbone=Llama-7B2025.12 | 98.8 | 54.6 | 71.4 | 89 | 82.8 | 79.3 | |
| Sphs w SIWBackbone=Tulu2025.12 | 97.2 | 59 | 38.4 | 62 | 40.6 | 59.4 | |
| SEBackbone=Llama-7B2025.12 | 96.6 | 56.8 | 76.9 | 90.2 | 80.2 | 80.1 | |
| SE w SIWBackbone=Qwen2025.12 | 96.5 | 81.1 | 58.9 | 39.5 | 54.7 | 66.1 | |
| SphsBackbone=Tulu2025.12 | 96.4 | 59.2 | 39 | 61.4 | 31.4 | 57.5 | |
| SEBackbone=Qwen2025.12 | 96.3 | 72.9 | 51.3 | 39.7 | 53.5 | 62.7 | |
| Sphs w SIWBackbone=Vicuna2025.12 | 95.4 | 78.6 | 75.6 | 74.6 | 72 | 79.2 | |
| SphsBackbone=Vicuna2025.12 | 95.2 | 77.6 | 69.8 | 71.2 | 71 | 77 | |
| SphsBackbone=Qwen2025.12 | 93.4 | 98 | 93.8 | 98.2 | 89.4 | 94.6 | |
| Sphs w SIWBackbone=Qwen2025.12 | 92.5 | 98.8 | 95.9 | 98.7 | 87.8 | 94.7 | |
| Sphs w SIWBackbone=Llama-7B2025.12 | 64.8 | 45.8 | 45.2 | 73.2 | 88.2 | 63.4 | |
| SphsBackbone=Llama-7B2025.12 | 60.4 | 44 | 45.2 | 72 | 87.4 | 61.8 |