Prediction effectiveness of YOLOv7 and several variants on the curated dataset. Comparative prediction effectiveness of YOLOv7 and several variants on the validation and test sets of the curated P1.5 dataset (P1.5 V2). Both precision and recall values were calculated using an IoU threshold of 0.5, along with the confidence score corresponding to the highest F1-score. For ease of comparison, evaluation metric values from the benchmark paper are added at the top.
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Prediction effectiveness of YOLOv7 and several variants on the curated dataset. Comparative prediction effectiveness of YOLOv7 and several variants on the validation and test sets of the curated P1.5 dataset (P1.5 V2). Both precision and recall values were calculated using an IoU threshold of 0.5, along with the confidence score corresponding to the highest F1-score. For ease of comparison, evaluation metric values from the benchmark paper are added at the top.
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2025-07-03
