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detailed_results
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detailed_results
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Detailed Results:
Here are the detailed results of our proposed methodology SSL+EfficientDet+
HOTA: HOTA DetA AssA DetRe DetPr AssRe AssPr LocA OWTA HOTA(0) LocA(0) HOTALocA(0)
MOT16-02 62.407 62.444 63.232 68.686 73.565 66.27 82.085 79.781 65.792 82.776 74.333 61.53
MOT16-04 62.928 63.79 62.567 73.402 71.293 66.213 79.248 80.794 67.687 81.851 76.566 62.67
MOT16-05 62.629 65.72 60.576 77.189 69.896 63.352 81.236 80.367 68.192 80.796 76.167 61.54
MOT16-07 78.443 74.437 83.359 85.543 76.548 85.609 88.5 85.388 84.297 91.787 83.755 76.876
COMBINED 67.859 67.129 69.671 77.229 73 72.356 84.437 81.862 73.141 84.949 78.108 66.352
CLEAR: MOTA MOTP MODA CLR_Re CLR_Pr MTR PTR MLR sMOTA CLR_TP CLR_FN CLR_FP IDSW MT PT ML Frag
MOT16-02 82.48 75.691 82.683 88.025 94.278 81.818 18.182 0 61.082 31653 4306 1921 73 9 2 0 221
MOT16-04 78.49 78.461 78.737 90.847 88.237 81.818 18.182 0 58.922 5896 594 786 16 9 2 0 22
MOT16-05 84.468 77.526 84.571 97.502 88.29 100 0 0 62.556 47470 1216 6296 50 11 0 0 90
MOT16-07 88.12 83.742 88.184 99.968 89.456 100 0 0 71.867 40154 13 4733 26 9 0 0 2
COMBINED 84.745 79.1 84.871 95.332 90.112 90.476 9.5238 0 64.821 125173 6129 13736 165 38 4 0 335
Identity: IDF1 IDR IDP IDTP IDFN IDFP
MOT16-02 80.908 78.225 83.782 28129 7830 5445
MOT16-04 80.519 81.71 79.362 5303 1187 1379
MOT16-05 72.424 76.203 69.003 37100 11586 16666
MOT16-07 91.302 96.666 86.502 38828 1339 6059
COMBINED 80.944 83.289 78.728 109360 21942 29549
Count: Dets GT_Dets IDs GT_IDs
MOT16-02 33574 35959 122 11
MOT16-04 6682 6490 38 11
MOT16-05 53766 48686 136 11
MOT16-07 44887 40167 34 9
COMBINED 138909 131302 330 42
Results of Normal Deepsort
HOTA: HOTA DetA AssA DetRe DetPr AssRe AssPr LocA OWTA HOTA(0) LocA(0) HOTALocA(0)
MOT16-02 50.235 59.01 43.402 68.687 66.501 46.303 70.586 77.327 54.49 69.822 70.892 49.499
MOT16-04 65.94 67.121 65.677 74.459 74.921 68.869 79.968 81.254 69.751 83.797 77.15 64.65
MOT16-05 63.243 68.043 59.418 79.436 71.145 61.107 83.906 81.436 68.587 79.736 78.373 62.491
MOT16-07 75.38 74.26 76.763 84.413 77.619 78.306 87.012 85.124 80.482 89.937 82.793 74.462
COMBINED 64.154 66.998 62.386 77.769 72.096 64.414 82.459 81.561 69.468 80.718 77.7 62.718
CLEAR: MOTA MOTP MODA CLR_Re CLR_Pr MTR PTR MLR sMOTA CLR_TP CLR_FN CLR_FP IDSW MT PT ML Frag
MOT16-02 77.711 73.14 78.592 90.94 88.046 81.818 18.182 0 53.285 32701 3258 4440 317 9 2 0 287
MOT16-04 82.373 79.089 82.712 91.048 91.612 81.818 18.182 0 63.334 5909 581 541 22 9 2 0 19
MOT16-05 85.949 78.661 86.025 98.84 88.523 100 0 0 64.857 48121 565 6239 37 11 0 0 70
MOT16-07 88.087 83.367 88.374 98.563 90.63 100 0 0 71.693 39590 577 4093 115 9 0 0 55
COMBINED 84.17 78.727 84.544 96.206 89.188 90.476 9.5238 0 63.704 126321 4981 15313 491 38 4 0 431
Identity: IDF1 IDR IDP IDTP IDFN IDFP
MOT16-02 60.925 61.926 59.955 22268 13691 14873
MOT16-04 80.866 80.616 81.116 5232 1258 1218
MOT16-05 73.317 77.589 69.49 37775 10911 16585
MOT16-07 85.324 89.058 81.89 35772 4395 7911
COMBINED 74.044 76.958 71.344 101047 30255 40587
Count: Dets GT_Dets IDs GT_IDs
MOT16-02 37141 35959 72 11
MOT16-04 6450 6490 22 11
MOT16-05 54360 48686 166 11
MOT16-07 43683 40167 35 9
COMBINED 141634 131302 295 42
SORT
HOTA: HOTA DetA AssA DetRe DetPr AssRe AssPr LocA OWTA HOTA(0) LocA(0) HOTALocA(0)
MOT16-02 10.32 22.756 4.8059 23.244 82.396 5.7484 25.988 84.419 10.458 12.059 80.987 9.7659
MOT16-04 21.196 68.702 6.7263 72.305 79.146 10.262 18.701 81.425 21.873 26.698 77.787 20.768
MOT16-05 17.964 41.993 7.7431 43.932 76.979 10.074 21.986 80.649 18.411 23.633 76.04 17.971
MOT16-07 50.12 81.411 31.22 85.005 84.425 40.657 47.533 85.294 51.312 60.505 83.383 50.451
COMBINED 30.711 50.135 19.064 52.234 81.356 24.888 35.336 83.421 31.44 37.503 80.277 30.106
CLEAR: MOTA MOTP MODA CLR_Re CLR_Pr MTR PTR MLR sMOTA CLR_TP CLR_FN CLR_FP IDSW MT PT ML Frag
MOT16-02 20.618 82.03 27.481 27.846 98.709 0 90.909 9.0909 15.614 10013 25946 131 2468 0 10 1 77
MOT16-04 62.08 79.098 86.733 89.045 97.47 81.818 18.182 0 43.468 5779 711 150 1600 9 2 0 48
MOT16-05 43.799 77.786 54.441 55.755 97.697 0 100 0 31.414 27145 21541 640 5181 0 11 0 75
MOT16-07 92.997 83.76 99.059 99.873 99.191 100 0 0 76.777 40116 51 327 2435 9 0 0 16
COMBINED 3.404 81.275 62.303 63.253 98.52 42.857 54.762 2.381 41.56 83053 48249 1248 11684 18 23 1 216
Identity: IDF1 IDR IDP IDTP IDFN IDFP
MOT16-02 13.127 8.4151 29.83 3026 32933 7118
MOT16-04 18.488 17.689 19.362 1148 5342 4781
MOT16-05 23.504 18.459 32.345 8987 39699 18798
MOT16-07 56.914 57.109 56.719 22939 17228 17504
COMBINED 33.487 27.494 42.823 36100 95202 48201
Count: Dets GT_Dets IDs GT_IDs
MOT16-02 10144 35959 54 11
MOT16-04 5929 6490 32 11
MOT16-05 27785 48686 72 11
MOT16-07 40443 40167 42 9
COMBINED 84301 131302 200 42