# Independent Motion Object Detection on Extreme Event Dataset (EED) Source: [Independent Motion Object Detection on Extreme Event Dataset (EED)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:57:49.494Z Evaluation of Independent Motion Object Detection performance on the Extreme Event Dataset (EED), reporting metrics across various challenging conditions like lighting variation and occlusions. 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 | Independent Motion Object Detection | | Dataset (including any stated split) | Extreme Event Dataset (EED) | | Metric | Performance (Fast Drone) | | Unit | SCALAR | | 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 - [Performance (Fast Drone)](): Higher is better; unit: SCALAR. - [Performance (Lighting Variation)](): Higher is better; unit: SCALAR. - [Performance (Occlusions)](): Higher is better; unit: SCALAR. - [Background Score](): Higher is better; unit: SCALAR. - [Average Performance](): Higher is better; unit: SCALAR. ## Recorded results | Method | Performance (Fast Drone) | Result date | Report paper | | --- | --- | --- | --- | | EMSMC | 0.963 | Not recorded | 699e81ef6017c4460ffacdde | | EMSGC | 0.963 | Not recorded | 699e81ef6017c4460ffacdde | | normal flow-based motion segmentation framework | 0.963 | Not recorded | 699e81ef6017c4460ffacdde | ### EMSMC Performance (Fast Drone): 0.963. Result ID: 699eb7715698665ec4860b98. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### EMSGC Performance (Fast Drone): 0.963. Result ID: 699eb7715698665ec4860b99. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### normal flow-based motion segmentation framework Performance (Fast Drone): 0.963. Result ID: 699eb7715698665ec4860b9a. [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.