# Ripple effect magnitude prediction (\|Δ log P(y)\|) on Curated ripple-effect corpus 1.0 (test) Source: [Ripple effect magnitude prediction (\|Δ log P(y)\|) on Curated ripple-effect corpus 1.0 (test)]() Collection index: [llms.txt]() Data updated: 2026-03-23T11:04:17.689Z Evaluation of model performance on predicting the ripple effect magnitude using the test split of the Curated ripple-effect corpus 1.0, measured by Spearman correlation (ρs). 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 | Ripple effect magnitude prediction (\|Δ log P(y)\|) | | Dataset (including any stated split) | Curated ripple-effect corpus 1.0 (test) | | Metric | Spearman Correlation (ρs) | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 30 of 30 | | 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 - [Spearman Correlation (ρs)](): Higher is better; unit: SCALAR. ## Recorded results | Method | Spearman Correlation (ρs) | Result date | Report paper | | --- | --- | --- | --- | | CLARE | 0.854 | Not recorded | 69c0c9020636e5bf4afc3b5a | | CLARE | 0.838 | Not recorded | 69c0c9020636e5bf4afc3b5a | | CLARE | 0.822 | Not recorded | 69c0c9020636e5bf4afc3b5a | | CLARE | 0.805 | Not recorded | 69c0c9020636e5bf4afc3b5a | | CLARE | 0.805 | Not recorded | 69c0c9020636e5bf4afc3b5a | | CLARE | 0.798 | Not recorded | 69c0c9020636e5bf4afc3b5a | | CLARE | 0.797 | Not recorded | 69c0c9020636e5bf4afc3b5a | | CLARE | 0.785 | Not recorded | 69c0c9020636e5bf4afc3b5a | | CLARE | 0.774 | Not recorded | 69c0c9020636e5bf4afc3b5a | | CLARE | 0.772 | Not recorded | 69c0c9020636e5bf4afc3b5a | | CLARE | 0.77 | Not recorded | 69c0c9020636e5bf4afc3b5a | | CLARE | 0.753 | Not recorded | 69c0c9020636e5bf4afc3b5a | | CLARE | 0.747 | Not recorded | 69c0c9020636e5bf4afc3b5a | | CLARE | 0.706 | Not recorded | 69c0c9020636e5bf4afc3b5a | | CLARE | 0.697 | Not recorded | 69c0c9020636e5bf4afc3b5a | | GradSim | 0.597 | Not recorded | 69c0c9020636e5bf4afc3b5a | | GradSim | 0.582 | Not recorded | 69c0c9020636e5bf4afc3b5a | | GradSim | 0.558 | Not recorded | 69c0c9020636e5bf4afc3b5a | | GradSim | 0.55 | Not recorded | 69c0c9020636e5bf4afc3b5a | | GradSim | 0.549 | Not recorded | 69c0c9020636e5bf4afc3b5a | | GradSim | 0.547 | Not recorded | 69c0c9020636e5bf4afc3b5a | | GradSim | 0.545 | Not recorded | 69c0c9020636e5bf4afc3b5a | | GradSim | 0.544 | Not recorded | 69c0c9020636e5bf4afc3b5a | | GradSim | 0.531 | Not recorded | 69c0c9020636e5bf4afc3b5a | | GradSim | 0.509 | Not recorded | 69c0c9020636e5bf4afc3b5a | | GradSim | 0.471 | Not recorded | 69c0c9020636e5bf4afc3b5a | | GradSim | 0.432 | Not recorded | 69c0c9020636e5bf4afc3b5a | | GradSim | 0.428 | Not recorded | 69c0c9020636e5bf4afc3b5a | | GradSim | 0.339 | Not recorded | 69c0c9020636e5bf4afc3b5a | | GradSim | 0.308 | Not recorded | 69c0c9020636e5bf4afc3b5a | ### CLARE Spearman Correlation (ρs): 0.854. Result ID: 69c11e2547f34ce924a96dab. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"GPT-J","Editing Technique":"PRUNE"}. This record does not assert independent reproduction. ### CLARE Spearman Correlation (ρs): 0.838. Result ID: 69c11e2547f34ce924a96da5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"GPT-J","Editing Technique":"MEMIT"}. This record does not assert independent reproduction. ### CLARE Spearman Correlation (ρs): 0.822. Result ID: 69c11e2547f34ce924a96db5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"GPT2-XL","Editing Technique":"PRUNE"}. This record does not assert independent reproduction. ### CLARE Spearman Correlation (ρs): 0.805. Result ID: 69c11e2547f34ce924a96da7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"GPT-J","Editing Technique":"RECT"}. This record does not assert independent reproduction. ### CLARE Spearman Correlation (ρs): 0.805. Result ID: 69c11e2547f34ce924a96dad. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"GPT-J","Editing Technique":"AlphaEdit"}. This record does not assert independent reproduction. ### CLARE Spearman Correlation (ρs): 0.798. Result ID: 69c11e2547f34ce924a96dbf. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Llama3","Editing Technique":"PRUNE"}. This record does not assert independent reproduction. ### CLARE Spearman Correlation (ρs): 0.797. Result ID: 69c11e2547f34ce924a96da9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"GPT-J","Editing Technique":"ROME"}. This record does not assert independent reproduction. ### CLARE Spearman Correlation (ρs): 0.785. Result ID: 69c11e2547f34ce924a96db3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"GPT2-XL","Editing Technique":"ROME"}. This record does not assert independent reproduction. ### CLARE Spearman Correlation (ρs): 0.774. Result ID: 69c11e2547f34ce924a96db1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"GPT2-XL","Editing Technique":"RECT"}. This record does not assert independent reproduction. ### CLARE Spearman Correlation (ρs): 0.772. Result ID: 69c11e2547f34ce924a96db9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Llama3","Editing Technique":"MEMIT"}. This record does not assert independent reproduction. ### CLARE Spearman Correlation (ρs): 0.77. Result ID: 69c11e2547f34ce924a96daf. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"GPT2-XL","Editing Technique":"MEMIT"}. This record does not assert independent reproduction. ### CLARE Spearman Correlation (ρs): 0.753. Result ID: 69c11e2547f34ce924a96db7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"GPT2-XL","Editing Technique":"AlphaEdit"}. This record does not assert independent reproduction. ### CLARE Spearman Correlation (ρs): 0.747. Result ID: 69c11e2547f34ce924a96dbb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Llama3","Editing Technique":"RECT"}. This record does not assert independent reproduction. ### CLARE Spearman Correlation (ρs): 0.706. Result ID: 69c11e2547f34ce924a96dbd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Llama3","Editing Technique":"ROME"}. This record does not assert independent reproduction. ### CLARE Spearman Correlation (ρs): 0.697. Result ID: 69c11e2547f34ce924a96dc1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Llama3","Editing Technique":"AlphaEdit"}. This record does not assert independent reproduction. ### GradSim Spearman Correlation (ρs): 0.597. Result ID: 69c11e2547f34ce924a96daa. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"GPT-J","Editing Technique":"PRUNE"}. This record does not assert independent reproduction. ### GradSim Spearman Correlation (ρs): 0.582. Result ID: 69c11e2547f34ce924a96da4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"GPT-J","Editing Technique":"MEMIT"}. This record does not assert independent reproduction. ### GradSim Spearman Correlation (ρs): 0.558. Result ID: 69c11e2547f34ce924a96db4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"GPT2-XL","Editing Technique":"PRUNE"}. This record does not assert independent reproduction. ### GradSim Spearman Correlation (ρs): 0.55. Result ID: 69c11e2547f34ce924a96db6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"GPT2-XL","Editing Technique":"AlphaEdit"}. This record does not assert independent reproduction. ### GradSim Spearman Correlation (ρs): 0.549. Result ID: 69c11e2547f34ce924a96da6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"GPT-J","Editing Technique":"RECT"}. This record does not assert independent reproduction. ### GradSim Spearman Correlation (ρs): 0.547. Result ID: 69c11e2547f34ce924a96dac. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"GPT-J","Editing Technique":"AlphaEdit"}. This record does not assert independent reproduction. ### GradSim Spearman Correlation (ρs): 0.545. Result ID: 69c11e2547f34ce924a96dae. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"GPT2-XL","Editing Technique":"MEMIT"}. This record does not assert independent reproduction. ### GradSim Spearman Correlation (ρs): 0.544. Result ID: 69c11e2547f34ce924a96db2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"GPT2-XL","Editing Technique":"ROME"}. This record does not assert independent reproduction. ### GradSim Spearman Correlation (ρs): 0.531. Result ID: 69c11e2547f34ce924a96db0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"GPT2-XL","Editing Technique":"RECT"}. This record does not assert independent reproduction. ### GradSim Spearman Correlation (ρs): 0.509. Result ID: 69c11e2547f34ce924a96da8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"GPT-J","Editing Technique":"ROME"}. This record does not assert independent reproduction. ### GradSim Spearman Correlation (ρs): 0.471. Result ID: 69c11e2547f34ce924a96db8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Llama3","Editing Technique":"MEMIT"}. This record does not assert independent reproduction. ### GradSim Spearman Correlation (ρs): 0.432. Result ID: 69c11e2547f34ce924a96dba. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Llama3","Editing Technique":"RECT"}. This record does not assert independent reproduction. ### GradSim Spearman Correlation (ρs): 0.428. Result ID: 69c11e2547f34ce924a96dbe. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Llama3","Editing Technique":"PRUNE"}. This record does not assert independent reproduction. ### GradSim Spearman Correlation (ρs): 0.339. Result ID: 69c11e2547f34ce924a96dc0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Llama3","Editing Technique":"AlphaEdit"}. This record does not assert independent reproduction. ### GradSim Spearman Correlation (ρs): 0.308. Result ID: 69c11e2547f34ce924a96dbc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Llama3","Editing Technique":"ROME"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.