ColonTCN achieves the best weighted F1 on a new 60-video colonoscopy temporal segmentation benchmark, though the gain over ASFormer is small and based on single runs.
Tecno: Surgical phase recognition with multi-stage temporal convolutional networks
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A Temporal Convolutional Network-Based Approach and a Benchmark Dataset for Colonoscopy Video Temporal Segmentation
ColonTCN achieves the best weighted F1 on a new 60-video colonoscopy temporal segmentation benchmark, though the gain over ASFormer is small and based on single runs.