SF-TMN: SlowFast Temporal Modeling Network for Surgical Phase Recognition

Benchmark Model Rank Results
action-segmentation-on-50-salads-1SF-TMN(ASFormer)F1@50%: 82.9F1@25%: 88.0F1@10%: 89.1Acc: 89.8Edit: 84.4
action-segmentation-on-breakfast-1SF-TMN(ASFormer)Average F1: 71.6F1@50%: 62.2F1@25%: 74.0F1@10%: 78.7Edit: 77.0
action-segmentation-on-gtea-1SF-TMN(ASFormer)F1@50%: 83.1F1@25%: 90.7F1@10%: 91.9Acc: 83.0Edit: 88.9
surgical-phase-recognition-on-cholec80-1SF-TMN(ASFormer)Acc: 95.43