MS-TCN++: Multi-Stage Temporal Convolutional Network for Action Segmentation

Benchmark Model Rank Results
action-segmentation-on-50-salads-1MS-TCN++#16F1@50%: 70.1F1@25%: 78.5F1@10%: 80.7Acc: 83.7Edit: 74.3
action-segmentation-on-50-salads-1MS-TCN++(sh)#18F1@50%: 68.3F1@25%: 76.6F1@10%: 78.7Acc: 82.2Edit: 70.7
action-segmentation-on-assembly101MS-TCN++#6F1@10%: 31.6F1@25%: 27.8F1@50%: 20.6Edit: 30.7MoF: 37.1
action-segmentation-on-breakfast-1MS-TCN++ (I3D)#19Average F1: 56.2F1@50%: 45.9F1@25%: 58.6F1@10%: 64.1Edit: 65.6
action-segmentation-on-breakfast-1MS-TCN++(I3D) (sh)#20Average F1: 55.2F1@50%: 44.5F1@25%: 57.7F1@10%: 63.3Edit: 64.9
action-segmentation-on-gtea-1MS-TCN++#14F1@50%: 76.0F1@25%: 85.7F1@10%: 88.8Acc: 80.1Edit: 83.5
action-segmentation-on-gtea-1MS-TCN++(sh)#15F1@50%: 75.9F1@25%: 86.2F1@10%: 88.2Acc: 79.7Edit: 83.0