Skip to content

请问一下大家在visdrone指标是多少,使用yolov8和bytetrack的结果如下:似乎优点低 #148

@hjb2333

Description

@hjb2333

HOTA: ./results/visdrone/bytetrack/VisDrone2019-MOT-test-dev-validHOTA DetA AssA DetRe DetPr AssRe AssPr LocA OWTA HOTA(0) LocA(0) HOTALocA(0)
uav0000009_03358_v 37.749 38.796 38.211 43.537 66.19 42.628 66.578 78.335 40.273 49.892 71.111 35.478
uav0000073_00600_v 38.286 35.656 41.63 39.326 67.126 47.911 60.949 78.283 40.352 51.651 70.677 36.505
uav0000073_04464_v 32.712 20.609 52.544 21.805 66.811 57.036 74.553 77.831 33.732 44.415 70.073 31.123
uav0000077_00720_v 40.042 33.777 47.685 36.03 75.305 52.194 77.213 83.122 41.415 49.018 79.049 38.748
uav0000088_00290_v 34.534 43.691 27.611 53.625 57.488 32.929 52.118 75.095 38.42 51.361 66.23 34.016
uav0000119_02301_v 42.992 29.489 63.023 31.036 72.411 65.36 80.766 79.484 44.175 56.832 72.523 41.216
uav0000120_04775_v 28.409 22.528 36.615 24.44 63.388 41.437 70.903 77.83 29.694 38.083 70.059 26.68
uav0000161_00000_v 44.939 31.219 64.973 35.678 64.59 70.144 79.278 83.158 48.103 54.275 80.223 43.541
uav0000188_00000_v 30.261 19.038 48.269 20.321 62.657 50.59 74.459 77.592 31.282 41.108 72.837 29.942
uav0000201_00000_v 22.026 25.972 18.79 28.652 62.251 19.927 69.706 77.626 23.172 30.425 70.814 21.545
uav0000249_00001_v 47.212 48.638 46.376 57.511 65.13 53.51 68.729 79.414 51.516 62.63 74.252 46.504
uav0000249_02688_v 40.615 44.332 37.775 57.811 56.504 47.217 60.878 78.199 46.577 54.814 72.356 39.661
uav0000297_00000_v 46.601 45.955 47.763 56.379 62.893 55.731 67.553 80.657 51.786 60.332 75.32 45.442
uav0000297_02761_v 46.066 35.102 62.036 39.862 64.196 67.661 78.952 78.909 49.314 61.3 72.276 44.306
uav0000306_00230_v 44.646 35.458 56.515 39.784 67.085 60.614 77.912 80.922 47.365 57.456 76.54 43.977
uav0000355_00001_v 36.073 23.175 56.484 25.06 68.488 65.231 78.303 83.542 37.559 43.577 80.413 35.041
uav0000370_00001_v 33.477 25.345 44.53 27.787 62.995 48 75.053 77.833 35.115 45.341 71.797 32.554
COMBINED 37.904 31.424 46.656 35.148 64.429 52.173 71.274 78.932 40.242 49.98 72.386 36.178

CLEAR: ./results/visdrone/bytetrack/VisDrone2019-MOT-test-dev-validMOTA MOTP MODA CLR_Re CLR_Pr MTR PTR MLR sMOTA CLR_TP CLR_FN CLR_FP
IDSW MT PT ML Frag
uav0000009_03358_v 40.995 75.138 43.298 54.537 82.914 41.964 20.536 37.5 27.436 6323 5271 1303 267 47 23
42 258
uav0000073_00600_v 38.741 75.385 40.06 49.323 84.19 33.333 27.957 38.71 26.6 5570 5723 1046 149 31 26
36 276
uav0000073_04464_v 22.264 74.193 22.529 27.583 84.514 22.148 21.477 56.376 15.146 7504 19701 1375 72 33 32
84 375
uav0000077_00720_v 37.73 81.078 38.023 42.934 89.735 32.432 20.27 47.297 29.606 5560 7390 636 38 24 15
35 180
uav0000088_00290_v 43.534 71.119 46.494 69.888 74.921 37.647 36.471 25.882 23.349 9019 3886 3019 382 32 31
22 483
uav0000119_02301_v 36.161 76.108 36.21 39.535 92.242 20 28.571 51.429 26.716 1617 2473 136 2 7 10
18 56
uav0000120_04775_v 20.306 75.233 20.725 29.641 76.876 8.6207 31.897 59.483 12.965 8996 21354 2706 127 20 74
138 562
uav0000161_00000_v 30.476 80.853 30.767 43.002 77.851 31.25 12.5 56.25 22.242 3687 4887 1049 25 15 6
27 135
uav0000188_00000_v 21.715 73.304 21.842 27.137 83.673 15 27.5 57.5 14.471 1927 5174 376 9 6 11
23 106
uav0000201_00000_v 26.137 74.152 26.787 36.407 79.1 5 60 35 16.727 3921 6849 1036 70 2 24
14 273
uav0000249_00001_v 55.17 76.127 56.764 72.533 82.142 43.284 29.851 26.866 37.855 4917 1862 1069 108 58 40
36 188
uav0000249_02688_v 44.636 74.34 47.46 74.886 73.194 57.851 28.926 13.223 25.42 3951 1325 1447 149 70 35
16 160
uav0000297_00000_v 44.914 78.181 47.79 68.717 76.655 50 27.692 22.308 29.92 4492 2045 1368 188 65 36
29 237
uav0000297_02761_v 36.776 75.667 37.027 49.561 79.816 26.207 31.034 42.759 24.717 13425 13663 3395 68 38 45
62 676
uav0000306_00230_v 38.997 77.96 39.3 49.302 83.134 22.472 34.831 42.697 28.131 4875 5013 989 30 20 31
38 144
uav0000355_00001_v 23.441 81.063 23.644 30.117 82.309 33.333 21.429 45.238 17.738 2666 6186 573 18 14 9
19 112
uav0000370_00001_v 24.929 74.94 25.441 34.775 78.839 22.727 31.818 45.455 16.214 611 1146 164 9 5 7
10 31
COMBINED 32.345 75.801 33.188 43.87 80.418 30.61 28.598 40.792 21.729 89061 113948 21687 1711 487 455
649 4252

Identity: ./results/visdrone/bytetrack/VisDrone2019-MOT-test-dev-validIDF1 IDR IDP IDTP IDFN IDFP
uav0000009_03358_v 44.631 36.993 56.242 4289 7305 3337
uav0000073_00600_v 46.948 37.227 63.543 4204 7089 2412
uav0000073_04464_v 37.136 24.628 75.459 6700 20505 2179
uav0000077_00720_v 45.231 33.436 69.884 4330 8620 1866
uav0000088_00290_v 42.794 41.356 44.335 5337 7568 6701
uav0000119_02301_v 54.869 39.193 91.443 1603 2487 150
uav0000120_04775_v 34.952 24.214 62.801 7349 23001 4353
uav0000161_00000_v 51.45 39.935 72.297 3424 5150 1312
uav0000188_00000_v 37.835 25.053 77.247 1779 5322 524
uav0000201_00000_v 30.597 22.34 48.537 2406 8364 2551
uav0000249_00001_v 62.499 58.843 66.639 3989 2790 1997
uav0000249_02688_v 53.307 53.923 52.705 2845 2431 2553
uav0000297_00000_v 57.869 54.872 61.212 3587 2950 2273
uav0000297_02761_v 57.634 46.711 75.226 12653 14435 4167
uav0000306_00230_v 59.167 47.128 79.468 4660 5228 1204
uav0000355_00001_v 42.097 28.751 78.574 2545 6307 694
uav0000370_00001_v 40.758 29.368 66.581 516 1241 259
COMBINED 46.033 35.573 65.207 72216 130793 38532

Count: ./results/visdrone/bytetrack/VisDrone2019-MOT-test-dev-validDets GT_Dets IDs GT_IDs
uav0000009_03358_v 7626 11594 200 112
uav0000073_00600_v 6616 11293 110 93
uav0000073_04464_v 8879 27205 135 149
uav0000077_00720_v 6196 12950 117 74
uav0000088_00290_v 12038 12905 272 85
uav0000119_02301_v 1753 4090 28 35
uav0000120_04775_v 11702 30350 254 232
uav0000161_00000_v 4736 8574 91 48
uav0000188_00000_v 2303 7101 63 40
uav0000201_00000_v 4957 10770 160 40
uav0000249_00001_v 5986 6779 225 134
uav0000249_02688_v 5398 5276 225 121
uav0000297_00000_v 5860 6537 233 130
uav0000297_02761_v 16820 27088 226 145
uav0000306_00230_v 5864 9888 129 89
uav0000355_00001_v 3239 8852 69 42
uav0000370_00001_v 775 1757 32 22
COMBINED 110748 203009 2569 1591

Metadata

Metadata

Assignees

No one assigned

    Labels

    No labels
    No labels

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions