ResearchTasksEfficient InferenceEfficient InferenceFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedEmergency response dataset 2500 images (test)TakuNet657FPS10Feb 26, 2026Emergency response dataset 1000 images (test)TinyEmergencyNet10.8FPS3Feb 26, 2026