# Sister Tasks on extended tau-Bench Airline domain Source: [Sister Tasks on extended tau-Bench Airline domain]() Collection index: [llms.txt]() Data updated: 2026-04-20T06:55:05.676Z Evaluation of model performance on 'Sister Tasks' within the extended Airline domain subset of tau-Bench, measured by multi-step pass rates (pass^1 to pass^4). 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 | Sister Tasks | | Dataset (including any stated split) | extended tau-Bench Airline domain | | Metric | Pass@1 Rate | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 10 of 10 | | 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 - [Pass@1 Rate](): Higher is better; unit: PERCENT. - [Pass@2 Rate](): Higher is better; unit: PERCENT. - [Pass@3 Rate](): Higher is better; unit: PERCENT. - [Pass@4 Rate](): Higher is better; unit: PERCENT. ## Recorded results | Method | Pass@1 Rate | Result date | Report paper | | --- | --- | --- | --- | | PolicyBank | 74 | Not recorded | 69e5b30a7d0172140ec7dfa4 | | PolicyBank | 72 | Not recorded | 69e5b30a7d0172140ec7dfa4 | | ReasoningBank | 45 | Not recorded | 69e5b30a7d0172140ec7dfa4 | | Synapse | 33 | Not recorded | 69e5b30a7d0172140ec7dfa4 | | AWM | 31 | Not recorded | 69e5b30a7d0172140ec7dfa4 | | No memory | 30 | Not recorded | 69e5b30a7d0172140ec7dfa4 | | ReasoningBank | 23 | Not recorded | 69e5b30a7d0172140ec7dfa4 | | Synapse | 2 | Not recorded | 69e5b30a7d0172140ec7dfa4 | | No memory | 1 | Not recorded | 69e5b30a7d0172140ec7dfa4 | | AWM | 1 | Not recorded | 69e5b30a7d0172140ec7dfa4 | ### PolicyBank Pass@1 Rate: 74. Result ID: 69e5cdab47f34ce924cb7287. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Gemini-3-Pro"}. This record does not assert independent reproduction. ### PolicyBank Pass@1 Rate: 72. Result ID: 69e5cdab47f34ce924cb728c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Claude-4.5-Opus"}. This record does not assert independent reproduction. ### ReasoningBank Pass@1 Rate: 45. Result ID: 69e5cdab47f34ce924cb728b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Claude-4.5-Opus"}. This record does not assert independent reproduction. ### Synapse Pass@1 Rate: 33. Result ID: 69e5cdab47f34ce924cb7289. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Claude-4.5-Opus"}. This record does not assert independent reproduction. ### AWM Pass@1 Rate: 31. Result ID: 69e5cdab47f34ce924cb728a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Claude-4.5-Opus"}. This record does not assert independent reproduction. ### No memory Pass@1 Rate: 30. Result ID: 69e5cdab47f34ce924cb7288. [Reporting paper]() Recorded evaluation configuration: {"Model":"Claude-4.5-Opus"}. This record does not assert independent reproduction. ### ReasoningBank Pass@1 Rate: 23. Result ID: 69e5cdab47f34ce924cb7286. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Gemini-3-Pro"}. This record does not assert independent reproduction. ### Synapse Pass@1 Rate: 2. Result ID: 69e5cdab47f34ce924cb7284. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Gemini-3-Pro"}. This record does not assert independent reproduction. ### No memory Pass@1 Rate: 1. Result ID: 69e5cdab47f34ce924cb7283. [Reporting paper]() Recorded evaluation configuration: {"Model":"Gemini-3-Pro"}. This record does not assert independent reproduction. ### AWM Pass@1 Rate: 1. Result ID: 69e5cdab47f34ce924cb7285. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Gemini-3-Pro"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.