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Quantitative segmentation comparison for Flywing dataset

Mangal Prakash edited this page May 8, 2020 · 5 revisions

AP scores for Flywing n0 dataset

5 imgs 10 imgs 19 imgs 38 imgs 76 imgs
Baseline 0.513893 0.635404 0.740318 0.919887 0.883082
Sequential 0.563375 0.604711 0.827254 0.915901 0.891199
Alpha 0.5 0.737327 0.808473 0.849981 0.894548 0.925858
Alpha 0.3 0.772321 0.786022 0.838867 0.912225 0.919232
Alpha 0.7 0.680355 0.795606 0.811992 0.871292 0.913788
Alpha best 0.806472 0.871658 0.892662 0.923554 0.929057

SEG scores for Flywing n0 dataset

5 imgs 10 imgs 19 imgs 38 imgs 76 imgs
Baseline 0.518286 0.597415 0.691764 0.758293 0.757223
Sequential 0.545432 0.583347 0.702123 0.752278 0.757852
Alpha 0.5 0.615042 0.666685 0.703799 0.739215 0.758371
Alpha 0.3 0.635566 0.657305 0.707275 0.745392 0.759056
Alpha 0.7 0.571067 0.659809 0.658516 0.716225 0.749558
Alpha best 0.672389 0.718189 0.741667 0.757263 0.763579

AP scores for Flywing n10 dataset

5 imgs 10 imgs 19 imgs 38 imgs 76 imgs
Baseline 0.577344 0.592758 0.828157 0.920275 0.921316
Sequential 0.569550 0.676594 0.860105 0.904512 0.917028
Alpha 0.5 0.782802 0.855437 0.874044 0.891896 0.898651
Alpha 0.3 0.799199 0.847401 0.862060 0.880690 0.916526
Alpha 0.7 0.736739 0.801958 0.862082 0.894488 0.907944
Alpha best 0.857007 0.878763 0.893229 0.919367 0.929458

SEG scores for Flywing n10 dataset

5 imgs 10 imgs 19 imgs 38 imgs 76 imgs
Baseline 0.547341 0.558952 0.720045 0.753281 0.759131
Sequential 0.556166 0.627760 0.717801 0.742765 0.758931
Alpha 0.5 0.653913 0.710581 0.707546 0.751843 0.741157
Alpha 0.3 0.654920 0.704071 0.706764 0.739268 0.753321
Alpha 0.7 0.614852 0.668073 0.721809 0.715259 0.747608
Alpha best 0.709361 0.734102 0.738257 0.761786 0.760695

AP scores for Flywing n20 dataset

5 imgs 10 imgs 19 imgs 38 imgs 76 imgs
Baseline 0.409264 0.579781 0.670115 0.899638 0.919001
Sequential 0.552365 0.731516 0.878968 0.906003 0.917251
Alpha 0.5 0.788447 0.865985 0.880742 0.895380 0.902783
Alpha 0.3 0.848686 0.868112 0.878240 0.913672 0.916385
Alpha 0.7 0.824845 0.878862 0.870276 0.894078 0.892580
Alpha best 0.882839 0.907213 0.899456 0.917826 0.929569

SEG scores for Flywing n20 dataset

5 imgs 10 imgs 19 imgs 38 imgs 76 imgs
Baseline 0.422108 0.548564 0.593692 0.742238 0.757572
Sequential 0.561545 0.656533 0.733150 0.749290 0.751745
Alpha 0.5 0.662443 0.709291 0.732081 0.747900 0.745135
Alpha 0.3 0.693228 0.715820 0.734427 0.756965 0.743603
Alpha 0.7 0.685264 0.722796 0.714263 0.736082 0.739671
Alpha best 0.724772 0.751546 0.749947 0.766384 0.770354