# Zero-shot Coordination on Overcooked-AI Cramped Room Source: [Zero-shot Coordination on Overcooked-AI Cramped Room]() Collection index: [llms.txt]() Data updated: 2026-06-09T09:03:44.682Z Evaluation of Zero-shot Coordination performance in the Overcooked-AI Cramped Room environment, measured by Mean Team Reward. 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 | Zero-shot Coordination | | Dataset (including any stated split) | Overcooked-AI Cramped Room | | Metric | Mean Team Reward | | 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 - [Mean Team Reward](): Higher is better; unit: SCALAR. ## Recorded results | Method | Mean Team Reward | Result date | Report paper | | --- | --- | --- | --- | | Co-π-tree | 182.3 | Not recorded | 6a279e2490966ade919bf7a9 | | Co-π-tree | 180.1 | Not recorded | 6a279e2490966ade919bf7a9 | | FCP | 175.8 | Not recorded | 6a279e2490966ade919bf7a9 | | CausalPlan | 174.5 | Not recorded | 6a279e2490966ade919bf7a9 | | ProAgent | 171 | Not recorded | 6a279e2490966ade919bf7a9 | | FCP | 170.3 | Not recorded | 6a279e2490966ade919bf7a9 | | CausalPlan | 170.2 | Not recorded | 6a279e2490966ade919bf7a9 | | MEP | 168.8 | Not recorded | 6a279e2490966ade919bf7a9 | | ProAgent | 168.3 | Not recorded | 6a279e2490966ade919bf7a9 | | PBT | 161.3 | Not recorded | 6a279e2490966ade919bf7a9 | | MEP | 161.3 | Not recorded | 6a279e2490966ade919bf7a9 | | PBT | 158.8 | Not recorded | 6a279e2490966ade919bf7a9 | | SP | 157.5 | Not recorded | 6a279e2490966ade919bf7a9 | | SP | 155 | Not recorded | 6a279e2490966ade919bf7a9 | | COLE | 153.8 | Not recorded | 6a279e2490966ade919bf7a9 | | COLE | 153.8 | Not recorded | 6a279e2490966ade919bf7a9 | | BC | 131.3 | Not recorded | 6a279e2490966ade919bf7a9 | | BC | 130 | Not recorded | 6a279e2490966ade919bf7a9 | ### Co-π-tree Mean Team Reward: 182.3. Result ID: 6a27d6d9fbc373592c24c42c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Role":"Player 0"}. This record does not assert independent reproduction. ### Co-π-tree Mean Team Reward: 180.1. Result ID: 6a27d6d9fbc373592c24c42d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Role":"Player 1"}. This record does not assert independent reproduction. ### FCP Mean Team Reward: 175.8. Result ID: 6a27d6d9fbc373592c24c420. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Role":"Player 0"}. This record does not assert independent reproduction. ### CausalPlan Mean Team Reward: 174.5. Result ID: 6a27d6d9fbc373592c24c42a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Role":"Player 0"}. This record does not assert independent reproduction. ### ProAgent Mean Team Reward: 171. Result ID: 6a27d6d9fbc373592c24c428. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Role":"Player 0"}. This record does not assert independent reproduction. ### FCP Mean Team Reward: 170.3. Result ID: 6a27d6d9fbc373592c24c421. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Role":"Player 1"}. This record does not assert independent reproduction. ### CausalPlan Mean Team Reward: 170.2. Result ID: 6a27d6d9fbc373592c24c42b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Role":"Player 1"}. This record does not assert independent reproduction. ### MEP Mean Team Reward: 168.8. Result ID: 6a27d6d9fbc373592c24c423. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Role":"Player 1"}. This record does not assert independent reproduction. ### ProAgent Mean Team Reward: 168.3. Result ID: 6a27d6d9fbc373592c24c429. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Role":"Player 1"}. This record does not assert independent reproduction. ### PBT Mean Team Reward: 161.3. Result ID: 6a27d6d9fbc373592c24c41e. [Reporting paper]() Recorded evaluation configuration: {"Role":"Player 0"}. This record does not assert independent reproduction. ### MEP Mean Team Reward: 161.3. Result ID: 6a27d6d9fbc373592c24c422. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Role":"Player 0"}. This record does not assert independent reproduction. ### PBT Mean Team Reward: 158.8. Result ID: 6a27d6d9fbc373592c24c41f. [Reporting paper]() Recorded evaluation configuration: {"Role":"Player 1"}. This record does not assert independent reproduction. ### SP Mean Team Reward: 157.5. Result ID: 6a27d6d9fbc373592c24c41d. [Reporting paper]() Recorded evaluation configuration: {"Role":"Player 1"}. This record does not assert independent reproduction. ### SP Mean Team Reward: 155. Result ID: 6a27d6d9fbc373592c24c41c. [Reporting paper]() Recorded evaluation configuration: {"Role":"Player 0"}. This record does not assert independent reproduction. ### COLE Mean Team Reward: 153.8. Result ID: 6a27d6d9fbc373592c24c424. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Role":"Player 0"}. This record does not assert independent reproduction. ### COLE Mean Team Reward: 153.8. Result ID: 6a27d6d9fbc373592c24c425. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Role":"Player 1"}. This record does not assert independent reproduction. ### BC Mean Team Reward: 131.3. Result ID: 6a27d6d9fbc373592c24c426. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Role":"Player 0"}. This record does not assert independent reproduction. ### BC Mean Team Reward: 130. Result ID: 6a27d6d9fbc373592c24c427. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Role":"Player 1"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.