MAE(test): 7.91RMSE(test): 54.28AP50(test): 75.06AP(test): 43.42
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Few-shot Object Counting and Detection
Few-shot Object Counting and Detection aims to count and detect instances of objects of the same class as given exemplars within a single image, using only up to three exemplars from the original FSC147. This task is especially challenging but crucial when large datasets are unavailable. Methods for this task must output a single set of bounding boxes, from which the final count is derived based on the number of detected boxes.
논문
MAE(test): 10.45RMSE(test): 74.51AP50(test): 62.82AP(test): 26.81
MAE(test): 16.79RMSE(test): 123.56AP50(test): 50.57AP(test): 22.66
MAE(test): 13.05RMSE(test): 112.86AP50(test): 73.33AP(test): 42.98
MAE(test): 8.92