# Original Tasks on tau-Bench Airline domain extended Source: [Original Tasks on tau-Bench Airline domain extended]() Collection index: [llms.txt]() Data updated: 2026-04-20T06:55:05.703Z Evaluation of model performance on the set of Original Tasks defined within the extended version of the tau-Bench Airline domain dataset, reporting pass rates at various thresholds (1, 2, 3, and 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 | Original Tasks | | Dataset (including any stated split) | tau-Bench Airline domain extended | | Metric | Pass Rate @ Threshold 1 | | 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 Rate @ Threshold 1](): Higher is better; unit: PERCENT. - [Pass Rate @ Threshold 2](): Higher is better; unit: PERCENT. - [Pass Rate @ Threshold 3](): Higher is better; unit: PERCENT. - [Pass Rate @ Threshold 4](): Higher is better; unit: PERCENT. ## Recorded results | Method | Pass Rate @ Threshold 1 | Result date | Report paper | | --- | --- | --- | --- | | ReasoningBank | 70 | Not recorded | 69e5b30a7d0172140ec7dfa4 | | PolicyBank | 70 | Not recorded | 69e5b30a7d0172140ec7dfa4 | | ReasoningBank | 69 | Not recorded | 69e5b30a7d0172140ec7dfa4 | | PolicyBank | 69 | Not recorded | 69e5b30a7d0172140ec7dfa4 | | Synapse | 67 | Not recorded | 69e5b30a7d0172140ec7dfa4 | | AWM | 67 | Not recorded | 69e5b30a7d0172140ec7dfa4 | | AWM | 67 | Not recorded | 69e5b30a7d0172140ec7dfa4 | | No memory | 66 | Not recorded | 69e5b30a7d0172140ec7dfa4 | | No memory | 62 | Not recorded | 69e5b30a7d0172140ec7dfa4 | | Synapse | 62 | Not recorded | 69e5b30a7d0172140ec7dfa4 | ### ReasoningBank Pass Rate @ Threshold 1: 70. Result ID: 69e5cdab47f34ce924cb7290. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Gemini-3-Pro"}. This record does not assert independent reproduction. ### PolicyBank Pass Rate @ Threshold 1: 70. Result ID: 69e5cdab47f34ce924cb7291. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Gemini-3-Pro"}. This record does not assert independent reproduction. ### ReasoningBank Pass Rate @ Threshold 1: 69. Result ID: 69e5cdab47f34ce924cb7295. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Claude-4.5-Opus"}. This record does not assert independent reproduction. ### PolicyBank Pass Rate @ Threshold 1: 69. Result ID: 69e5cdab47f34ce924cb7296. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Claude-4.5-Opus"}. This record does not assert independent reproduction. ### Synapse Pass Rate @ Threshold 1: 67. Result ID: 69e5cdab47f34ce924cb728e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Gemini-3-Pro"}. This record does not assert independent reproduction. ### AWM Pass Rate @ Threshold 1: 67. Result ID: 69e5cdab47f34ce924cb728f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Gemini-3-Pro"}. This record does not assert independent reproduction. ### AWM Pass Rate @ Threshold 1: 67. Result ID: 69e5cdab47f34ce924cb7294. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Claude-4.5-Opus"}. This record does not assert independent reproduction. ### No memory Pass Rate @ Threshold 1: 66. Result ID: 69e5cdab47f34ce924cb728d. [Reporting paper]() Recorded evaluation configuration: {"Model":"Gemini-3-Pro"}. This record does not assert independent reproduction. ### No memory Pass Rate @ Threshold 1: 62. Result ID: 69e5cdab47f34ce924cb7292. [Reporting paper]() Recorded evaluation configuration: {"Model":"Claude-4.5-Opus"}. This record does not assert independent reproduction. ### Synapse Pass Rate @ Threshold 1: 62. Result ID: 69e5cdab47f34ce924cb7293. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Claude-4.5-Opus"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.