Embedding retrieval on Wikipedia Topics (test)
9,370R@1SelfIE (Full-Rank)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SelfIE (Full-Rank)Training Source=Wikipedia topics, Method Type=Full-Rank2026.02 | 9,370 | 99.6 | |
| SelfIE (SA)Training Source=Wikipedia topics, Method Type=Scalar Affine2026.02 | 7,940 | 97.9 | |
| SelfIE (SA)Training Source=Llama Scope SAE, Method Type=Scalar Affine2026.02 | 870 | 44.6 | |
| SelfIE (SA)Training Source=Goodfire SAE, Method Type=Scalar Affine2026.02 | 840 | 42.9 | |
| SelfIE (SA+LR)Training Source=Goodfire SAE, Method Type=Scalar Affine + Rank-162026.02 | 280 | 19.9 | |
| Untrained SelfIETraining Source=None2026.02 | 130 | 17.2 | |
| SelfIE (SA+LR)Training Source=Llama Scope SAE, Method Type=Scalar Affine + Rank-162026.02 | 80 | 13.4 |