Instruction Set Retrieval on Instruction Set Retrieval Adversarial
82.8HO ScorePRISM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PRISMBackbone=Qwen3.5-9B, Training Protocol=RL2026.06 | 82.8 | 65.2 | 74 | |
| PRISM w/o RLBackbone=Qwen3.5-9B, Training Protocol=w/o RL2026.06 | 82.4 | 52 | 67.2 | |
| GPT-5.5Input Modality=text only2026.06 | 55.6 | 53.6 | 54.6 | |
| Activation OraclesBackbone=Qwen3.5-9B2026.06 | 43.6 | 46 | 44.8 | |
| LatentQABackbone=Qwen3.5-9B2026.06 | 36.8 | 34.4 | 35.6 | |
| LatentQABackbone=Llama3-8B2026.06 | 14 | 22.4 | 18.2 | |
| Activation OraclesBackbone=Qwen3-8B2026.06 | 8 | 16.4 | 12.2 |