Table A1.
Dataset | Similarity Measure | Feature Vector Extractor Architecture | ||||
---|---|---|---|---|---|---|
ResNet-50 | ResNet-101 | ResNet-152 | VGG-16 | VGG-19 | ||
DFTV-1 | CSSM | 0.9557 | 0.9383 | 0.9298 | 0.9233 | 0.9109 |
EDSM | 0.6834 | 0.6517 | 0.6326 | 0.6338 | 0.6319 | |
JCSM | 0.4369 | 0.4210 | 0.4098 | 0.4049 | 0.4016 | |
MBSM | 0.9651 | 0.9588 | 0.9489 | 0.9457 | 0.9421 | |
DFTV-2 | CSSM | 0.9587 | 0.9376 | 0.9300 | 0.9202 | 0.9090 |
EDSM | 0.6858 | 0.6511 | 0.6374 | 0.6304 | 0.6308 | |
JCSM | 0.4394 | 0.4207 | 0.4117 | 0.4125 | 0.4039 | |
MBSM | 0.9676 | 0.9564 | 0.9510 | 0.9428 | 0.9392 | |
DFTV-3 | CSSM | 0.9572 | 0.9392 | 0.9327 | 0.9216 | 0.9089 |
EDSM | 0.6850 | 0.6536 | 0.6388 | 0.6321 | 0.6306 | |
JCSM | 0.4383 | 0.4228 | 0.4120 | 0.4107 | 0.4041 | |
MBSM | 0.9668 | 0.9579 | 0.9533 | 0.9445 | 0.9385 | |
DFTV-4 | CSSM | 0.9566 | 0.9381 | 0.9324 | 0.9244 | 0.9114 |
EDSM | 0.6859 | 0.6541 | 0.6376 | 0.6346 | 0.6328 | |
JCSM | 0.4376 | 0.4234 | 0.4122 | 0.4086 | 0.4066 | |
MBSM | 0.9670 | 0.9581 | 0.9528 | 0.9440 | 0.9419 | |
DFTV-5 | CSSM | 0.9572 | 0.9385 | 0.9319 | 0.9238 | 0.9100 |
EDSM | 0.6854 | 0.6548 | 0.6380 | 0.6335 | 0.6318 | |
JCSM | 0.4370 | 0.4230 | 0.4118 | 0.4027 | 0.4006 | |
MBSM | 0.9665 | 0.9587 | 0.9530 | 0.9431 | 0.9416 | |
Mean | 0.762 | 0.743 | 0.733 | 0.727 | 0.721 | |
Standard Deviation | 0.224 | 0.227 | 0.229 | 0.227 | 0.225 |