# Goal Alignment on PPS-Bench English Source: [Goal Alignment on PPS-Bench English]() Collection index: [llms.txt]() Data updated: 2026-04-01T08:57:35.623Z Evaluation of model performance on Goal Alignment using the PPS-Bench English dataset, measured by the Goal Alignment Score. 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 | Goal Alignment | | Dataset (including any stated split) | PPS-Bench English | | Metric | Goal Alignment Score | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 18 of 18 | | 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 - [Goal Alignment Score](): Higher is better; unit: SCALAR. ## Recorded results | Method | Goal Alignment Score | Result date | Report paper | | --- | --- | --- | --- | | Claude | 5 | Not recorded | 69cca6aa0636e5bf4afcbcd1 | | Claude | 5 | Not recorded | 69cca6aa0636e5bf4afcbcd1 | | Claude | 5 | Not recorded | 69cca6aa0636e5bf4afcbcd1 | | Gemini | 5 | Not recorded | 69cca6aa0636e5bf4afcbcd1 | | GPT-4o | 4.983 | Not recorded | 69cca6aa0636e5bf4afcbcd1 | | GPT-4o | 4.983 | Not recorded | 69cca6aa0636e5bf4afcbcd1 | | Gemini | 4.967 | Not recorded | 69cca6aa0636e5bf4afcbcd1 | | Gemini | 4.95 | Not recorded | 69cca6aa0636e5bf4afcbcd1 | | GPT-4o | 4.933 | Not recorded | 69cca6aa0636e5bf4afcbcd1 | | Claude | 4.65 | Not recorded | 69cca6aa0636e5bf4afcbcd1 | | Claude | 4.483 | Not recorded | 69cca6aa0636e5bf4afcbcd1 | | Gemini | 4.45 | Not recorded | 69cca6aa0636e5bf4afcbcd1 | | GPT-4o | 4.4 | Not recorded | 69cca6aa0636e5bf4afcbcd1 | | GPT-4o | 4.317 | Not recorded | 69cca6aa0636e5bf4afcbcd1 | | Gemini | 3.95 | Not recorded | 69cca6aa0636e5bf4afcbcd1 | | Claude | 3.333 | Not recorded | 69cca6aa0636e5bf4afcbcd1 | | GPT-4o | 3.317 | Not recorded | 69cca6aa0636e5bf4afcbcd1 | | Gemini | 2.683 | Not recorded | 69cca6aa0636e5bf4afcbcd1 | ### Claude Goal Alignment Score: 5. Result ID: 69ccddec47f34ce924b6b3d5. [Reporting paper]() Recorded evaluation configuration: {"Prompt Condition":"Cond D (AI-5W3H)"}. This record does not assert independent reproduction. ### Claude Goal Alignment Score: 5. Result ID: 69ccddec47f34ce924b6b3d6. [Reporting paper]() Recorded evaluation configuration: {"Prompt Condition":"Cond E (CO-STAR)"}. This record does not assert independent reproduction. ### Claude Goal Alignment Score: 5. Result ID: 69ccddec47f34ce924b6b3d7. [Reporting paper]() Recorded evaluation configuration: {"Prompt Condition":"Cond F (RISEN)"}. This record does not assert independent reproduction. ### Gemini Goal Alignment Score: 5. Result ID: 69ccddec47f34ce924b6b3e3. [Reporting paper]() Recorded evaluation configuration: {"Prompt Condition":"Cond F (RISEN)"}. This record does not assert independent reproduction. ### GPT-4o Goal Alignment Score: 4.983. Result ID: 69ccddec47f34ce924b6b3dc. [Reporting paper]() Recorded evaluation configuration: {"Prompt Condition":"Cond E (CO-STAR)"}. This record does not assert independent reproduction. ### GPT-4o Goal Alignment Score: 4.983. Result ID: 69ccddec47f34ce924b6b3dd. [Reporting paper]() Recorded evaluation configuration: {"Prompt Condition":"Cond F (RISEN)"}. This record does not assert independent reproduction. ### Gemini Goal Alignment Score: 4.967. Result ID: 69ccddec47f34ce924b6b3e1. [Reporting paper]() Recorded evaluation configuration: {"Prompt Condition":"Cond D (AI-5W3H)"}. This record does not assert independent reproduction. ### Gemini Goal Alignment Score: 4.95. Result ID: 69ccddec47f34ce924b6b3e2. [Reporting paper]() Recorded evaluation configuration: {"Prompt Condition":"Cond E (CO-STAR)"}. This record does not assert independent reproduction. ### GPT-4o Goal Alignment Score: 4.933. Result ID: 69ccddec47f34ce924b6b3db. [Reporting paper]() Recorded evaluation configuration: {"Prompt Condition":"Cond D (AI-5W3H)"}. This record does not assert independent reproduction. ### Claude Goal Alignment Score: 4.65. Result ID: 69ccddec47f34ce924b6b3d2. [Reporting paper]() Recorded evaluation configuration: {"Prompt Condition":"Cond A (Simple)"}. This record does not assert independent reproduction. ### Claude Goal Alignment Score: 4.483. Result ID: 69ccddec47f34ce924b6b3d4. [Reporting paper]() Recorded evaluation configuration: {"Prompt Condition":"Cond C (Manual 5W3H)"}. This record does not assert independent reproduction. ### Gemini Goal Alignment Score: 4.45. Result ID: 69ccddec47f34ce924b6b3de. [Reporting paper]() Recorded evaluation configuration: {"Prompt Condition":"Cond A (Simple)"}. This record does not assert independent reproduction. ### GPT-4o Goal Alignment Score: 4.4. Result ID: 69ccddec47f34ce924b6b3d8. [Reporting paper]() Recorded evaluation configuration: {"Prompt Condition":"Cond A (Simple)"}. This record does not assert independent reproduction. ### GPT-4o Goal Alignment Score: 4.317. Result ID: 69ccddec47f34ce924b6b3da. [Reporting paper]() Recorded evaluation configuration: {"Prompt Condition":"Cond C (Manual 5W3H)"}. This record does not assert independent reproduction. ### Gemini Goal Alignment Score: 3.95. Result ID: 69ccddec47f34ce924b6b3e0. [Reporting paper]() Recorded evaluation configuration: {"Prompt Condition":"Cond C (Manual 5W3H)"}. This record does not assert independent reproduction. ### Claude Goal Alignment Score: 3.333. Result ID: 69ccddec47f34ce924b6b3d3. [Reporting paper]() Recorded evaluation configuration: {"Prompt Condition":"Cond B (JSON)"}. This record does not assert independent reproduction. ### GPT-4o Goal Alignment Score: 3.317. Result ID: 69ccddec47f34ce924b6b3d9. [Reporting paper]() Recorded evaluation configuration: {"Prompt Condition":"Cond B (JSON)"}. This record does not assert independent reproduction. ### Gemini Goal Alignment Score: 2.683. Result ID: 69ccddec47f34ce924b6b3df. [Reporting paper]() Recorded evaluation configuration: {"Prompt Condition":"Cond B (JSON)"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.