# Prompt recovery attack on CounterFact (test) Source: [Prompt recovery attack on CounterFact (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:07:07.753Z Evaluation of Prompt Recovery Attack performance on the test split of the CounterFact dataset, measured by Top-1, Top-5, Top-20 accuracy, and Similarity. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Prompt recovery attack | | Dataset (including any stated split) | CounterFact (test) | | Metric | Top-1 Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 9 of 9 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [Top-1 Accuracy](): Higher is better; unit: PERCENT. - [Top-5 Accuracy](): Higher is better; unit: PERCENT. - [Top-20 Accuracy](): Higher is better; unit: PERCENT. - [Similarity](): Higher is better; unit: PERCENT. ## Recorded results | Method | Top-1 Accuracy | Result date | Report paper | | --- | --- | --- | --- | | AlphaEdit | 54 | Not recorded | 698d5e62c97a0b3e3b5e3c5a | | AlphaEdit | 52 | Not recorded | 698d5e62c97a0b3e3b5e3c5a | | AlphaEdit | 48 | Not recorded | 698d5e62c97a0b3e3b5e3c5a | | AlphaEdit | 47 | Not recorded | 698d5e62c97a0b3e3b5e3c5a | | AlphaEdit | 45 | Not recorded | 698d5e62c97a0b3e3b5e3c5a | | AlphaEdit | 44 | Not recorded | 698d5e62c97a0b3e3b5e3c5a | | AlphaEdit | 43 | Not recorded | 698d5e62c97a0b3e3b5e3c5a | | AlphaEdit | 36 | Not recorded | 698d5e62c97a0b3e3b5e3c5a | | AlphaEdit | 30 | Not recorded | 698d5e62c97a0b3e3b5e3c5a | ### AlphaEdit Top-1 Accuracy: 54. Result ID: 6996db375698665ec427a919. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Llama-3-Instruct","N":10}. This record does not assert independent reproduction. ### AlphaEdit Top-1 Accuracy: 52. Result ID: 6996db375698665ec427a918. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"GPT-J","N":100}. This record does not assert independent reproduction. ### AlphaEdit Top-1 Accuracy: 48. Result ID: 6996db375698665ec427a916. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"GPT-J","N":10}. This record does not assert independent reproduction. ### AlphaEdit Top-1 Accuracy: 47. Result ID: 6996db375698665ec427a917. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"GPT-J","N":50}. This record does not assert independent reproduction. ### AlphaEdit Top-1 Accuracy: 45. Result ID: 6996db375698665ec427a91b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Llama-3-Instruct","N":100}. This record does not assert independent reproduction. ### AlphaEdit Top-1 Accuracy: 44. Result ID: 6996db375698665ec427a91a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Llama-3-Instruct","N":50}. This record does not assert independent reproduction. ### AlphaEdit Top-1 Accuracy: 43. Result ID: 6996db375698665ec427a91e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Qwen-2.5-Instruct","N":100}. This record does not assert independent reproduction. ### AlphaEdit Top-1 Accuracy: 36. Result ID: 6996db375698665ec427a91d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Qwen-2.5-Instruct","N":50}. This record does not assert independent reproduction. ### AlphaEdit Top-1 Accuracy: 30. Result ID: 6996db375698665ec427a91c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Qwen-2.5-Instruct","N":10}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.