# Object Stowing on Desktop Tasks External Disturbances Source: [Object Stowing on Desktop Tasks External Disturbances]() Collection index: [llms.txt]() Data updated: 2026-07-09T07:05:57.200Z Evaluation of agent performance on the Object Stowing task using the Desktop Tasks External Disturbances dataset, measured by Success Rate metrics. 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 | Object Stowing | | Dataset (including any stated split) | Desktop Tasks External Disturbances | | Metric | Success Rate (SR) | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 3 of 3 | | 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 - [Success Rate (SR)](): Higher is better; unit: PERCENT. - [Average Success Rate (%)](): Higher is better; unit: PERCENT. ## Recorded results | Method | Success Rate (SR) | Result date | Report paper | | --- | --- | --- | --- | | Closed-Loop Multi-Agent Framework | 8 | Not recorded | 6a4f2b2232fb937314875c9b | | π0 | 3 | Not recorded | 6a4f2b2232fb937314875c9b | | OpenVLA-OFT | 2 | Not recorded | 6a4f2b2232fb937314875c9b | ### Closed-Loop Multi-Agent Framework Success Rate (SR): 8. Result ID: 6a4f484860b88bb339e488f1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### π0 Success Rate (SR): 3. Result ID: 6a4f484860b88bb339e488f0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### OpenVLA-OFT Success Rate (SR): 2. Result ID: 6a4f484860b88bb339e488ef. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.