Package: mil-benchmarks
MIL BenchmarksThis repository contains a set of multiple-instance learning benchmarks
available through a python module.BenchmarksAssumptionSourceFunctionPositive IfAbsencemnistabsence.mnist.load_010 and 1 are absentAbsencemnistabsence.mnist.load_121 and 2 are absentAbsencemnistabsence.mnist.load_232 and 3 are absentAbsencemnistabsence.mnist.load_343 and 4 are absentAbsencemnistabsence.mnist.load_454 and 5 are absentAbsencemnistabsence.mnist.load_565 and 6 are absentAbsencemnistabsence.mnist.load_676 and 7 are absentAbsencemnistabsence.mnist.load_787 and 8 are absentAbsencemnistabsence.mnist.load_898 and 9 are absentAbsencefashionabsence.fashion.load_010 and 1 are absentAbsencefashionabsence.fashion.load_121 and 2 are absentAbsencefashionabsence.fashion.load_232 and 3 are absentAbsencefashionabsence.fashion.load_343 and 4 are absentAbsencefashionabsence.fashion.load_454 and 5 are absentAbsencefashionabsence.fashion.load_565 and 6 are absentAbsencefashionabsence.fashion.load_676 and 7 are absentAbsencefashionabsence.fashion.load_787 and 8 are absentAbsencefashionabsence.fashion.load_898 and 9 are absentAbsencecifar10absence.cifar10.load_010 and 1 are absentAbsencecifar10absence.cifar10.load_121 and 2 are absentAbsencecifar10absence.cifar10.load_232 and 3 are absentAbsencecifar10absence.cifar10.load_343 and 4 are absentAbsencecifar10absence.cifar10.load_454 and 5 are absentAbsencecifar10absence.cifar10.load_565 and 6 are absentAbsencecifar10absence.cifar10.load_676 and 7 are absentAbsencecifar10absence.cifar10.load_787 and 8 are absentAbsencecifar10absence.cifar10.load_898 and 9 are absentComplexfashioncomplex.fashion.load_basic_outfitSee details belowComplexfashioncomplex.fashion.load_multi_outfitSee details belowPresencemnistpresence.mnist.load_010 or 1 are presentPresencemnistpresence.mnist.load_121 or 2 are presentPresencemnistpresence.mnist.load_232 or 3 are presentPresencemnistpresence.mnist.load_343 or 4 are presentPresencemnistpresence.mnist.load_454 or 5 are presentPresencemnistpresence.mnist.load_565 or 6 are presentPresencemnistpresence.mnist.load_676 or 7 are presentPresencemnistpresence.mnist.load_787 or 8 are presentPresencemnistpresence.mnist.load_898 or 9 are presentPresencefashionpresence.fashion.load_010 or 1 are presentPresencefashionpresence.fashion.load_121 or 2 are presentPresencefashionpresence.fashion.load_232 or 3 are presentPresencefashionpresence.fashion.load_343 or 4 are presentPresencefashionpresence.fashion.load_454 or 5 are presentPresencefashionpresence.fashion.load_565 or 6 are presentPresencefashionpresence.fashion.load_676 or 7 are presentPresencefashionpresence.fashion.load_787 or 8 are presentPresencefashionpresence.fashion.load_898 or 9 are presentPresencecifar10presence.cifar10.load_010 or 1 are presentPresencecifar10presence.cifar10.load_121 or 2 are presentPresencecifar10presence.cifar10.load_232 or 3 are presentPresencecifar10presence.cifar10.load_343 or 4 are presentPresencecifar10presence.cifar10.load_454 or 5 are presentPresencecifar10presence.cifar10.load_565 or 6 are presentPresencecifar10presence.cifar10.load_676 or 7 are presentPresencecifar10presence.cifar10.load_787 or 8 are presentPresencecifar10presence.cifar10.load_898 or 9 are presentStandardmniststandard.mnist.load_00 is presentStandardmniststandard.mnist.load_11 is presentStandardmniststandard.mnist.load_22 is presentStandardmniststandard.mnist.load_33 is presentStandardmniststandard.mnist.load_44 is presentStandardmniststandard.mnist.load_55 is presentStandardmniststandard.mnist.load_66 is presentStandardmniststandard.mnist.load_77 is presentStandardmniststandard.mnist.load_88 is presentStandardmniststandard.mnist.load_99 is presentStandardfashionstandard.fashion.load_00 is presentStandardfashionstandard.fashion.load_11 is presentStandardfashionstandard.fashion.load_22 is presentStandardfashionstandard.fashion.load_33 is presentStandardfashionstandard.fashion.load_44 is presentStandardfashionstandard.fashion.load_55 is presentStandardfashionstandard.fashion.load_66 is presentStandardfashionstandard.fashion.load_77 is presentStandardfashionstandard.fashion.load_88 is presentStandardfashionstandard.fashion.load_99 is presentStandardcifar10standard.cifar10.load_00 is presentStandardcifar10standard.cifar10.load_11 is presentStandardcifar10standard.cifar10.load_22 is presentStandardcifar10standard.cifar10.load_33 is presentStandardcifar10standard.cifar10.load_44 is presentStandardcifar10standard.cifar10.load_55 is presentStandardcifar10standard.cifar10.load_66 is presentStandardcifar10standard.cifar10.load_77 is presentStandardcifar10standard.cifar10.load_88 is presentStandardcifar10standard.cifar10.load_99 is present