{"task":"Self-Supervised Learning","dataset":"DABS","metric_names":["Images & Text","Med. Imaging","Natural Images","Sensors","Speech","Text"],"rows":[{"id":102558,"task":"Self-Supervised Learning","parent_task":null,"dataset":"DABS","model_name":"Pretraining: None","metrics":{"Images & Text":"57.5","Med. Imaging":"68.1","Natural Images":"10.1","Sensors":"69.8","Speech":"24.9","Text":"42.3"},"paper_url":"https://arxiv.org/abs/2111.12062v2","paper_title":"DABS: A Domain-Agnostic Benchmark for Self-Supervised Learning","paper_date":"2021-11-23","code_links":[{"title":"alextamkin/dabs","url":"https://github.com/alextamkin/dabs"}],"metrics_order":"[\"Images & Text\", \"Med. Imaging\", \"Natural Images\", \"Sensors\", \"Speech\", \"Text\"]","area":"Computer Vision","uses_additional_data":0,"source":"archive","tags":[]},{"id":102559,"task":"Self-Supervised Learning","parent_task":null,"dataset":"DABS","model_name":"Pretraining: ShED","metrics":{"Images & Text":"54.3","Med. Imaging":"74.5","Natural Images":"20.9","Sensors":"88.7","Speech":"36.5","Text":"48.4"},"paper_url":"https://arxiv.org/abs/2111.12062v2","paper_title":"DABS: A Domain-Agnostic Benchmark for Self-Supervised Learning","paper_date":"2021-11-23","code_links":[{"title":"alextamkin/dabs","url":"https://github.com/alextamkin/dabs"}],"metrics_order":"[\"Images & Text\", \"Med. Imaging\", \"Natural Images\", \"Sensors\", \"Speech\", \"Text\"]","area":"Computer Vision","uses_additional_data":0,"source":"archive","tags":[]},{"id":102560,"task":"Self-Supervised Learning","parent_task":null,"dataset":"DABS","model_name":"Pretraining: e-Mix","metrics":{"Images & Text":"48.9","Med. Imaging":"72.4","Natural Images":"27.9","Sensors":"79.5","Speech":"41.8","Text":"44.1"},"paper_url":"https://arxiv.org/abs/2111.12062v2","paper_title":"DABS: A Domain-Agnostic Benchmark for Self-Supervised Learning","paper_date":"2021-11-23","code_links":[{"title":"alextamkin/dabs","url":"https://github.com/alextamkin/dabs"}],"metrics_order":"[\"Images & Text\", \"Med. Imaging\", \"Natural Images\", \"Sensors\", \"Speech\", \"Text\"]","area":"Computer Vision","uses_additional_data":0,"source":"archive","tags":[]}]}