SoftPQ: Robust Instance Segmentation Evaluation via Soft Matching and Tunable Thresholds

Ranit Karmakar, Simon F. Nørrelykke

Segmentation evaluation metrics traditionally rely on binary decision logic: predictions are either correct or incorrect, based on rigid IoU thresholds. Detection--based metrics su…