Face clustering benchmarks

v4.0.1

{ totalPhotos: 22775 }
{ detectedFaces: 14767 }
{ detectedFacesRate: 0.6483863885839737 }
{ detectedTargetFaces: 9115 }
{ clusteredFaces: 2622 }
{ clusteredFacesRate: 0.17755806866662152 }
{ clusteredTargetFaces: 959 }
{ clusteredTargetFacesRate: 0.1052111903455842 }
{ shitClusterRate: 0.10638297872340426 }
{ targettedShitClusterRate: 0.06593406593406594 }
{ averageClusterAccuracy: 0.8848324957536976 }
{ averageClusterTargetAccuracy: 0.9186972476685288 }
{ weightedAccuracy: 0.15710914903949313 }
{ weightedTargetAccuracy: 0.09665723099441789 }

v4.0.1 with voting

{ totalPhotos: 22775 }
{ detectedFaces: 14767 }
{ detectedFacesRate: 0.6483863885839737 }
{ detectedTargetFaces: 9115 }
{ clusteredFaces: 3145 }
{ clusteredFacesRate: 0.21297487641362498 }
{ clusteredTargetFaces: 1153 }
{ clusteredTargetFacesRate: 0.12649478880965442 }
{ shitClusterRate: 0.13392857142857142 }
{ targettedShitClusterRate: 0.046296296296296294 }
{ averageClusterAccuracy: 0.8452653408860407 }
{ averageClusterTargetAccuracy: 0.9183654501253514 }
{ weightedAccuracy: 0.1800202815119251 }
{ weightedTargetAccuracy: 0.11616844366368956 }

v4.0.1 with voting and sampled rejections

{ totalPhotos: 22775 }
{ detectedFaces: 14767 }
{ detectedFacesRate: 0.6483863885839737 }
{ detectedTargetFaces: 9115 }
{ clusteredFaces: 3421 }
{ clusteredFacesRate: 0.2316651994311641 }
{ clusteredTargetFaces: 1257 }
{ clusteredTargetFacesRate: 0.13790455293472298 }
{ shitClusterRate: 0.12698412698412698 }
{ targettedShitClusterRate: 0.05785123966942149 }
{ averageClusterAccuracy: 0.865709659123329 }
{ averageClusterTargetAccuracy: 0.9234653901213209 }
{ weightedAccuracy: 0.2005548008302911 }
{ weightedTargetAccuracy: 0.1273500817753703 }