| { |
| "dog": { |
| "zeroshot": { |
| "n": 53830.0, |
| "auc": 0.9764439583245255, |
| "eer": 0.07540577863880255, |
| "top1": 0.482983466468512, |
| "map": 0.4203283729855127, |
| "identities": 16469.0, |
| "homogeneity": 0.7255394937063675, |
| "completeness": 0.9896166236445074, |
| "cluster_n": 5000.0, |
| "cluster_sweep": [ |
| { |
| "threshold": 0.2, |
| "homogeneity": 0.994175293649244, |
| "completeness": 0.9848561362786028 |
| }, |
| { |
| "threshold": 0.3, |
| "homogeneity": 0.9595979529684338, |
| "completeness": 0.9878501583478467 |
| }, |
| { |
| "threshold": 0.4, |
| "homogeneity": 0.86290486915557, |
| "completeness": 0.9891152565993858 |
| }, |
| { |
| "threshold": 0.5, |
| "homogeneity": 0.7255394937063675, |
| "completeness": 0.9896166236445074 |
| }, |
| { |
| "threshold": 0.6, |
| "homogeneity": 0.5769035628085883, |
| "completeness": 0.9892862722408873 |
| }, |
| { |
| "threshold": 0.7, |
| "homogeneity": 0.42021399084298566, |
| "completeness": 0.988899508633453 |
| } |
| ] |
| }, |
| "projection": { |
| "n": 53830.0, |
| "auc": 0.9877455478787758, |
| "eer": 0.04745664476464989, |
| "top1": 0.611722088054988, |
| "map": 0.5677469755561947, |
| "identities": 16469.0, |
| "homogeneity": 0.9927915856090664, |
| "completeness": 0.9881413751837629, |
| "cluster_n": 5000.0, |
| "cluster_sweep": [ |
| { |
| "threshold": 0.2, |
| "homogeneity": 0.9974568301277504, |
| "completeness": 0.9819973117782981 |
| }, |
| { |
| "threshold": 0.3, |
| "homogeneity": 0.9964290325388124, |
| "completeness": 0.9835028175643457 |
| }, |
| { |
| "threshold": 0.4, |
| "homogeneity": 0.9948752870389673, |
| "completeness": 0.9855831648223891 |
| }, |
| { |
| "threshold": 0.5, |
| "homogeneity": 0.9927915856090664, |
| "completeness": 0.9881413751837629 |
| }, |
| { |
| "threshold": 0.6, |
| "homogeneity": 0.9838903881316606, |
| "completeness": 0.9907887483361322 |
| }, |
| { |
| "threshold": 0.7, |
| "homogeneity": 0.9392719689174226, |
| "completeness": 0.9928262635208001 |
| } |
| ] |
| } |
| }, |
| "cat": { |
| "zeroshot": { |
| "n": 2575.0, |
| "auc": 0.973659861980381, |
| "eer": 0.08804890269056755, |
| "top1": 0.9118446601941748, |
| "map": 0.8219118965473825, |
| "identities": 102.0, |
| "homogeneity": 0.5021205215040816, |
| "completeness": 0.9623391238956029, |
| "cluster_n": 2575.0, |
| "cluster_sweep": [ |
| { |
| "threshold": 0.2, |
| "homogeneity": 0.9873989416610176, |
| "completeness": 0.8198764671645296 |
| }, |
| { |
| "threshold": 0.3, |
| "homogeneity": 0.9367064022826554, |
| "completeness": 0.9052155926543214 |
| }, |
| { |
| "threshold": 0.4, |
| "homogeneity": 0.7339930999843756, |
| "completeness": 0.9377511163931722 |
| }, |
| { |
| "threshold": 0.5, |
| "homogeneity": 0.5021205215040816, |
| "completeness": 0.9623391238956029 |
| }, |
| { |
| "threshold": 0.6, |
| "homogeneity": 0.34990137856260417, |
| "completeness": 0.9713623868636698 |
| }, |
| { |
| "threshold": 0.7, |
| "homogeneity": 0.24026963934037845, |
| "completeness": 0.979524664422096 |
| } |
| ] |
| }, |
| "projection": { |
| "n": 2575.0, |
| "auc": 0.9914895013268255, |
| "eer": 0.044807491399861205, |
| "top1": 0.9157281553398058, |
| "map": 0.8869099061898877, |
| "identities": 102.0, |
| "homogeneity": 0.9815399754440892, |
| "completeness": 0.9070804315382965, |
| "cluster_n": 2575.0, |
| "cluster_sweep": [ |
| { |
| "threshold": 0.2, |
| "homogeneity": 0.9873989416610178, |
| "completeness": 0.6918576368909711 |
| }, |
| { |
| "threshold": 0.3, |
| "homogeneity": 0.9873989416610178, |
| "completeness": 0.782570328458735 |
| }, |
| { |
| "threshold": 0.4, |
| "homogeneity": 0.9873989416610178, |
| "completeness": 0.8526004998482156 |
| }, |
| { |
| "threshold": 0.5, |
| "homogeneity": 0.9815399754440892, |
| "completeness": 0.9070804315382965 |
| }, |
| { |
| "threshold": 0.6, |
| "homogeneity": 0.9478848399228209, |
| "completeness": 0.959459514457045 |
| }, |
| { |
| "threshold": 0.7, |
| "homogeneity": 0.8491809055386565, |
| "completeness": 0.9794630592870952 |
| } |
| ] |
| } |
| }, |
| "dog_dogfacenet": { |
| "zeroshot": { |
| "n": 8363.0, |
| "auc": 0.9938723215374261, |
| "eer": 0.03563832368830529, |
| "top1": 0.9219179720196102, |
| "map": 0.773881731473528, |
| "identities": 1393.0, |
| "homogeneity": 0.7192124683856204, |
| "completeness": 0.9727100937883191, |
| "cluster_n": 5000.0, |
| "cluster_sweep": [ |
| { |
| "threshold": 0.2, |
| "homogeneity": 0.9965839272621653, |
| "completeness": 0.8895010933271973 |
| }, |
| { |
| "threshold": 0.3, |
| "homogeneity": 0.9641742505982747, |
| "completeness": 0.9384409197141902 |
| }, |
| { |
| "threshold": 0.4, |
| "homogeneity": 0.860909463475116, |
| "completeness": 0.964024155727734 |
| }, |
| { |
| "threshold": 0.5, |
| "homogeneity": 0.7192124683856204, |
| "completeness": 0.9727100937883191 |
| }, |
| { |
| "threshold": 0.6, |
| "homogeneity": 0.5448788750672597, |
| "completeness": 0.978495515256523 |
| }, |
| { |
| "threshold": 0.7, |
| "homogeneity": 0.3917670030355144, |
| "completeness": 0.976352509545059 |
| } |
| ] |
| }, |
| "projection": { |
| "n": 8363.0, |
| "auc": 0.9941122522298479, |
| "eer": 0.031118163833381816, |
| "top1": 0.9429630515365299, |
| "map": 0.8324386601804004, |
| "identities": 1393.0, |
| "homogeneity": 0.9826015596756107, |
| "completeness": 0.9471667882232715, |
| "cluster_n": 5000.0, |
| "cluster_sweep": [ |
| { |
| "threshold": 0.2, |
| "homogeneity": 0.9993077563514261, |
| "completeness": 0.8482519120752376 |
| }, |
| { |
| "threshold": 0.3, |
| "homogeneity": 0.998574204674953, |
| "completeness": 0.8763500983947576 |
| }, |
| { |
| "threshold": 0.4, |
| "homogeneity": 0.9953834718313922, |
| "completeness": 0.9103440924761053 |
| }, |
| { |
| "threshold": 0.5, |
| "homogeneity": 0.9826015596756107, |
| "completeness": 0.9471667882232715 |
| }, |
| { |
| "threshold": 0.6, |
| "homogeneity": 0.9366631894017581, |
| "completeness": 0.9713329217076507 |
| }, |
| { |
| "threshold": 0.7, |
| "homogeneity": 0.8418165469453035, |
| "completeness": 0.97984951323502 |
| } |
| ] |
| } |
| } |
| } |