{"id":22707214,"url":"https://github.com/cair/corrembed_evaluating_pre-trained_model_efficacy","last_synced_at":"2025-07-13T07:05:39.227Z","repository":{"id":192570035,"uuid":"687018546","full_name":"cair/CorrEmbed_Evaluating_Pre-trained_Model_Efficacy","owner":"cair","description":"Code for the paper \"CorrEmbed: Evaluating Pre-trained Model Efficacy with a Novel Metric Integrating Image Embedding and Tag Correlation\"","archived":false,"fork":false,"pushed_at":"2023-09-07T13:50:35.000Z","size":76714,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":4,"default_branch":"main","last_synced_at":"2025-02-04T21:45:19.792Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/cair.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2023-09-04T12:33:36.000Z","updated_at":"2024-06-15T16:39:52.000Z","dependencies_parsed_at":"2024-12-10T10:11:59.156Z","dependency_job_id":"c2c0c305-fecf-412d-9400-fdb36dbb0f33","html_url":"https://github.com/cair/CorrEmbed_Evaluating_Pre-trained_Model_Efficacy","commit_stats":null,"previous_names":["cair/corrembed_evaluating_pre-trained_model_efficacy"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cair%2FCorrEmbed_Evaluating_Pre-trained_Model_Efficacy","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cair%2FCorrEmbed_Evaluating_Pre-trained_Model_Efficacy/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cair%2FCorrEmbed_Evaluating_Pre-trained_Model_Efficacy/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cair%2FCorrEmbed_Evaluating_Pre-trained_Model_Efficacy/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/cair","download_url":"https://codeload.github.com/cair/CorrEmbed_Evaluating_Pre-trained_Model_Efficacy/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":246243549,"owners_count":20746308,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2024-12-10T10:11:47.307Z","updated_at":"2025-03-29T20:45:27.901Z","avatar_url":"https://github.com/cair.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# CorrEmbed_Evaluating_Pre-trained_Model_Efficacy\nCode for the paper \"CorrEmbed: Evaluating Pre-trained Model Efficacy with a Novel Metric Integrating Image Embedding and Tag Correlation\"\n\nAs the dataset, unfortunately, is private, we'll be omitting all of the code not directly related to the calculation of CorrEmbed.\n\n# Figure 3\n![plot](./Figures/Tsne_Outfit_Collage.png)\n\n# Figure 4\n![plot](./Figures/Blue_Sweater_V_A_Collage.png)\n\n# Figure 5\n![plot](./Figures/Marius_Sweater_ViT_AlexNet.png)\n\n# Figure 6\n![plot](./Figures/Wood_Background_Comparison.png)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcair%2Fcorrembed_evaluating_pre-trained_model_efficacy","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcair%2Fcorrembed_evaluating_pre-trained_model_efficacy","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcair%2Fcorrembed_evaluating_pre-trained_model_efficacy/lists"}