Embedding Inversion on Wikipedia in-distribution (held-out)
0.41R1Rep2Text
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Rep2TextTarget Model=Qwen-2.5-14B2025.11 | 0.41 | 0.19 | 0.38 | 0.42 | 0.15 | 0.73 | 0.57 | 0.66 | 0.86 | |
| Vec2Text BaseTarget Model=Qwen-2.5-14B2025.11 | 0.38 | 0.17 | 0.35 | 0.31 | 0.15 | 0.71 | 0.53 | 0.53 | 0.8 | |
| Vec2Text Base + CorrectorTarget Model=Qwen-2.5-14B, Corrector Steps=502025.11 | 0.38 | 0.17 | 0.35 | 0.31 | 0.15 | 0.71 | 0.53 | 0.55 | 0.79 |