ResearchBenchmarksObject Counting on OmniCount FruitsFollow0.37Mean Absolute Error (MAE)AdaCount0.27160.93581.62.2642Jul 2, 2026Evaluation ResultsMethodMethodLinksMean Absolute Error (MAE)Root Mean Squared Error (RMSE)AdaCountTraining=falseTraining=false2026.070.370.74SAM3CountTraining=falseTraining=false2026.070.430.93SAM3Training=falseTraining=false2026.070.440.93CountGD++Training=trueTraining=true2026.071.973.29CountGDTraining=trueTraining=true2026.072.763.11CountGD-BoxTraining=trueTraining=true2026.072.833.15