{"task":"Unsupervised Action Segmentation","dataset":"IKEA ASM","metric_names":["F1","Accuracy","JSD","Precision","Recall"],"rows":[{"id":39973,"task":"Unsupervised Action Segmentation","parent_task":"Action Segmentation","dataset":"IKEA ASM","model_name":"HVQ","metrics":{"Accuracy":"51.2","F1":"30.7","JSD":"64.8","Precision":"37.7","Recall":"25.9"},"paper_url":"https://arxiv.org/abs/2412.17640v2","paper_title":"Hierarchical Vector Quantization for Unsupervised Action Segmentation","paper_date":"2024-12-23","code_links":[{"title":"fedespu/hvq","url":"https://github.com/fedespu/hvq"}],"metrics_order":"[\"F1\", \"Accuracy\", \"JSD\", \"Precision\", \"Recall\"]","area":"Computer Vision","uses_additional_data":0,"source":"archive","tags":[]},{"id":39974,"task":"Unsupervised Action Segmentation","parent_task":"Action Segmentation","dataset":"IKEA ASM","model_name":"ASOT","metrics":{"Accuracy":"34.0","F1":"27.9","JSD":"88.7","Precision":"21.1","Recall":"24.0"},"paper_url":"https://arxiv.org/abs/2404.01518v3","paper_title":"Temporally Consistent Unbalanced Optimal Transport for Unsupervised Action Segmentation","paper_date":"2024-04-01","code_links":[{"title":"mingu6/action_seg_ot","url":"https://github.com/mingu6/action_seg_ot"}],"metrics_order":"[\"F1\", \"Accuracy\", \"JSD\", \"Precision\", \"Recall\"]","area":"Computer Vision","uses_additional_data":0,"source":"archive","tags":[]},{"id":39975,"task":"Unsupervised Action Segmentation","parent_task":"Action Segmentation","dataset":"IKEA ASM","model_name":"CTE","metrics":{"Accuracy":"23.1","F1":"22.6","JSD":"73.7","Precision":"28.1","Recall":"18.9"},"paper_url":"http://arxiv.org/abs/1904.04189v1","paper_title":"Unsupervised learning of action classes with continuous temporal embedding","paper_date":"2019-04-08","code_links":[{"title":"annusha/unsup_temp_embed","url":"https://github.com/annusha/unsup_temp_embed"},{"title":"frans-db/progress-prediction","url":"https://github.com/frans-db/progress-prediction"}],"metrics_order":"[\"F1\", \"Accuracy\", \"JSD\", \"Precision\", \"Recall\"]","area":"Computer Vision","uses_additional_data":0,"source":"archive","tags":[]},{"id":39976,"task":"Unsupervised Action Segmentation","parent_task":"Action Segmentation","dataset":"IKEA ASM","model_name":"TOT+TCL","metrics":{"Accuracy":"23.8","F1":"20.9","JSD":"79.5","Precision":"25.5","Recall":"17.7"},"paper_url":"https://arxiv.org/abs/2105.13353v7","paper_title":"Unsupervised Action Segmentation by Joint Representation Learning and Online Clustering","paper_date":"2021-05-27","code_links":[{"title":"trquhuytin/TOT-CVPR22","url":"https://github.com/trquhuytin/TOT-CVPR22"}],"metrics_order":"[\"F1\", \"Accuracy\", \"JSD\", \"Precision\", \"Recall\"]","area":"Computer Vision","uses_additional_data":0,"source":"archive","tags":[]},{"id":39977,"task":"Unsupervised Action Segmentation","parent_task":"Action Segmentation","dataset":"IKEA ASM","model_name":"TOT","metrics":{"Accuracy":"21.0","F1":"20.1","JSD":"80.0","Precision":"24.4","Recall":"17.1"},"paper_url":"https://arxiv.org/abs/2105.13353v7","paper_title":"Unsupervised Action Segmentation by Joint Representation Learning and Online Clustering","paper_date":"2021-05-27","code_links":[{"title":"trquhuytin/TOT-CVPR22","url":"https://github.com/trquhuytin/TOT-CVPR22"}],"metrics_order":"[\"F1\", \"Accuracy\", \"JSD\", \"Precision\", \"Recall\"]","area":"Computer Vision","uses_additional_data":0,"source":"archive","tags":[]},{"id":114447,"task":"Unsupervised Action Segmentation","parent_task":"Action Segmentation","dataset":"IKEA ASM","model_name":"HVQ","metrics":{"Accuracy":"51.2","F1":"30.7","JSD":"64.8","Precision":"37.7","Recall":"25.9"},"paper_url":"https://arxiv.org/abs/2412.17640v2","paper_title":"Hierarchical Vector Quantization for Unsupervised Action Segmentation","paper_date":"2024-12-23","code_links":[{"title":"fedespu/hvq","url":"https://github.com/fedespu/hvq"}],"metrics_order":"[\"F1\", \"Accuracy\", \"JSD\", \"Precision\", \"Recall\"]","area":"Computer Vision","uses_additional_data":0,"source":"archive","tags":[]},{"id":114448,"task":"Unsupervised Action Segmentation","parent_task":"Action Segmentation","dataset":"IKEA ASM","model_name":"ASOT","metrics":{"Accuracy":"34.0","F1":"27.9","JSD":"88.7","Precision":"21.1","Recall":"24.0"},"paper_url":"https://arxiv.org/abs/2404.01518v3","paper_title":"Temporally Consistent Unbalanced Optimal Transport for Unsupervised Action Segmentation","paper_date":"2024-04-01","code_links":[{"title":"mingu6/action_seg_ot","url":"https://github.com/mingu6/action_seg_ot"}],"metrics_order":"[\"F1\", \"Accuracy\", \"JSD\", \"Precision\", \"Recall\"]","area":"Computer Vision","uses_additional_data":0,"source":"archive","tags":[]},{"id":114449,"task":"Unsupervised Action Segmentation","parent_task":"Action Segmentation","dataset":"IKEA ASM","model_name":"CTE","metrics":{"Accuracy":"23.1","F1":"22.6","JSD":"73.7","Precision":"28.1","Recall":"18.9"},"paper_url":"http://arxiv.org/abs/1904.04189v1","paper_title":"Unsupervised learning of action classes with continuous temporal embedding","paper_date":"2019-04-08","code_links":[{"title":"annusha/unsup_temp_embed","url":"https://github.com/annusha/unsup_temp_embed"},{"title":"frans-db/progress-prediction","url":"https://github.com/frans-db/progress-prediction"}],"metrics_order":"[\"F1\", \"Accuracy\", \"JSD\", \"Precision\", \"Recall\"]","area":"Computer Vision","uses_additional_data":0,"source":"archive","tags":[]},{"id":114450,"task":"Unsupervised Action Segmentation","parent_task":"Action Segmentation","dataset":"IKEA ASM","model_name":"TOT+TCL","metrics":{"Accuracy":"23.8","F1":"20.9","JSD":"79.5","Precision":"25.5","Recall":"17.7"},"paper_url":"https://arxiv.org/abs/2105.13353v7","paper_title":"Unsupervised Action Segmentation by Joint Representation Learning and Online Clustering","paper_date":"2021-05-27","code_links":[{"title":"trquhuytin/TOT-CVPR22","url":"https://github.com/trquhuytin/TOT-CVPR22"}],"metrics_order":"[\"F1\", \"Accuracy\", \"JSD\", \"Precision\", \"Recall\"]","area":"Computer Vision","uses_additional_data":0,"source":"archive","tags":[]},{"id":114451,"task":"Unsupervised Action Segmentation","parent_task":"Action Segmentation","dataset":"IKEA ASM","model_name":"TOT","metrics":{"Accuracy":"21.0","F1":"20.1","JSD":"80.0","Precision":"24.4","Recall":"17.1"},"paper_url":"https://arxiv.org/abs/2105.13353v7","paper_title":"Unsupervised Action Segmentation by Joint Representation Learning and Online Clustering","paper_date":"2021-05-27","code_links":[{"title":"trquhuytin/TOT-CVPR22","url":"https://github.com/trquhuytin/TOT-CVPR22"}],"metrics_order":"[\"F1\", \"Accuracy\", \"JSD\", \"Precision\", \"Recall\"]","area":"Computer Vision","uses_additional_data":0,"source":"archive","tags":[]}]}