Unless otherwise specified, visual features representing the scenes are extracted via a fixed Convolutional Neural Network (CNN) fed with images resized to 224 x 224 pixels.
both FiLM and CNN+LSTM+SA experience a drop in performance compared to POS 1 /POS, confirming that computing the threshold function over a subset of objects is the most challenging task.