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# Author Model name Date Paper FPS Hardware Meta Other HOTA MOTA IDF1 MOTP MT ML FP FN Re Pr IDs Frag
1
#11729 		Fraunhofer IOSB
User #220 		TBD 04-Oct-2023 🔗 -1 V100 ✔ 0.694 0.832 0.806 0.182 314 78 8784 7045 0.925 0.908 18 687
2
#11703 		Fraunhofer IOSB
User #220 		TBD 30-Sep-2023 🔗 -1 V100 0.693 0.831 0.803 0.182 320 71 8910 7028 0.925 0.907 19 696
3
#11728 		Fraunhofer IOSB
User #220 		TBD 03-Oct-2023 🔗 -1 V100 ✔ 0.693 0.832 0.804 0.182 315 76 8815 7009 0.926 0.908 19 690
4
#11707 		Fraunhofer IOSB
User #220 		TBD 01-Oct-2023 🔗 -1 V100 ✔ 0.693 0.831 0.804 0.182 315 76 8818 7033 0.925 0.908 19 696
5
#11708 		Fraunhofer IOSB
User #220 		TBD 02-Oct-2023 🔗 -1 V100 ✔ 0.691 0.824 0.801 0.182 320 71 9573 7004 0.926 0.901 19 690
6
#11696 		Fraunhofer IOSB
User #220 		TBD 29-Sep-2023 🔗 -1 V100 ✔ 0.688 0.826 0.799 0.183 327 65 9071 7295 0.923 0.905 20 736
7
#11687 		Fraunhofer IOSB
User #220 		TBD 28-Sep-2023 🔗 -1 V100 ✔ 0.687 0.824 0.799 0.183 321 68 8808 7698 0.918 0.908 20 810
8
#11670
User #220 		TBD 26-Sep-2023 🔗 -1 3.6 GHZ, 1 Core ✔ 0.686 0.820 0.797 0.183 321 68 9250 7698 0.918 0.903 20 810
9
#10834 		BUPT MCPRL
User #255 		DeepSORT with ECC
MaCVi 23 		24-Oct-2022 -1 T4 0.666 0.800 0.772 0.188 311 71 8761 10009 0.894 0.906 44 805
10
#11822
User #395 		ReIDTracker 13-Oct-2023 🔗 10 A100 0.666 0.787 0.771 0.188 259 114 10151 9416 0.900 0.893 498 1021
11
#11815
User #395 		ReIDTracker 12-Oct-2023 🔗 10 A100 0.666 0.787 0.771 0.188 259 114 10151 9416 0.900 0.893 498 1021
12
#11819
User #400 		TTT 12-Oct-2023 🔗 100 3090 0.659 0.787 0.760 0.188 259 114 10151 9416 0.900 0.893 487 1021
13
#12053
User #395 		ReIDTracker 24-Oct-2023 🔗 10 A100 0.657 0.787 0.756 0.188 259 114 10151 9416 0.900 0.893 469 1021
14
#12079
User #395 		ReIDTracker 25-Oct-2023 🔗 10 A100 0.651 0.783 0.748 0.188 262 113 10789 9224 0.902 0.887 447 995
15
#10747 		BUPT MCPRL
User #255 		DeepSORT with ECC
MaCVi 23 		21-Oct-2022 -1 T4 0.650 0.786 0.764 0.202 291 86 9428 10727 0.886 0.898 42 787
16
#10889 		NUDT
User #215 		byteTracker
MaCVi 23 		25-Oct-2022 🔗 6 a100 0.650 0.769 0.773 0.209 260 113 10569 11123 0.882 0.887 68 841
17
#10739 		BUPT MCPRL
User #255 		DeepSORT with ECC
MaCVi 23 		21-Oct-2022 -1 T4 0.648 0.785 0.766 0.201 287 92 8786 11365 0.879 0.904 56 859
18
#10704 		BUPT MCPRL
User #255 		DeepSORT with ECC
MaCVi 23 		20-Oct-2022 -1 T4 0.647 0.784 0.763 0.201 287 93 8881 11417 0.879 0.903 56 848
19
#10817 		NUDT
User #215 		byteTracker
MaCVi 23 		24-Oct-2022 🔗 6 a100 0.645 0.760 0.765 0.206 254 124 9542 12961 0.862 0.895 78 725
20
#11859
User #261 		hd p2 interp 15-Oct-2023 🔗 1 1 0.639 0.755 0.745 0.191 288 87 7867 15140 0.839 0.909 72 661
21
#10683 		BUPT MCPRL
User #255 		DeepSORT with ECC
MaCVi 23 		18-Oct-2022 -1 T4 0.636 0.783 0.744 0.201 286 96 8788 11514 0.878 0.904 172 856
22
#10771 		NUDT
User #215 		byteTracker
MaCVi 23 		22-Oct-2022 🔗 6 a100 0.635 0.753 0.755 0.209 221 154 9536 13630 0.855 0.894 87 676
23
#10904 		VITA-ISPGroup
User #249 		OSSORT
MaCVi 23 		25-Oct-2022 10 M1 chip ✔ 0.633 0.742 0.747 0.199 303 73 10779 13308 0.859 0.882 243 1396
24
#10750 		NUDT
User #215 		byteTracker
MaCVi 23 		21-Oct-2022 🔗 6 a100 0.631 0.757 0.749 0.211 223 152 9579 13163 0.860 0.894 99 744
25
#10882 		VITA-ISPGroup
User #249 		IIAYN
MaCVi 23 		25-Oct-2022 10 M1 chip 0.631 0.734 0.734 0.200 307 73 11733 13281 0.859 0.873 53 983
26
#11753 		Fraunhofer IOSB
User #220 		TBD 05-Oct-2023 🔗 930 3.6 GHZ, 1 Core ✔ 0.630 0.832 0.716 0.182 314 78 8787 7069 0.925 0.908 4 693
27
#11781
User #261 		p2_all_interp 08-Oct-2023 🔗 1 1 0.628 0.734 0.725 0.189 281 100 7319 17709 0.812 0.913 50 494
28
#10659 		BUPT MCPRL MOT
User #255 		deepsortmot
MaCVi 23 		16-Oct-2022 358 T4 0.627 0.772 0.720 0.201 295 84 11203 10012 0.894 0.883 289 880
29
#10822 		Fraunhofer IOSB
User #220 		MOT
MaCVi 23 		24-Oct-2022 1 Tesla V100 ✔ 0.623 0.760 0.705 0.192 305 79 11534 10657 0.887 0.879 445 672
30
#11721
User #198 		Baseline 03-Oct-2023 🔗 30 GV100 0.619 0.723 0.713 0.188 269 105 6454 19531 0.793 0.920 75 674
31
#10821 		Fraunhofer IOSB
User #220 		MOT
MaCVi 23 		24-Oct-2022 1 Tesla V100 ✔ 0.618 0.739 0.702 0.192 310 78 13887 10300 0.891 0.858 394 636
32
#10886 		UWIPL ETRI
User #201 		ocsort
MaCVi 23 		25-Oct-2022 -1 V100 0.608 0.724 0.692 0.185 291 97 7836 18018 0.809 0.907 106 671
33
#10899 		UWIPL ETRI
User #291 		ocsort
MaCVi 23 		25-Oct-2022 -1 V100 0.607 0.733 0.690 0.186 294 94 7816 17245 0.817 0.908 115 718
34
#10851 		UWIPL ETRI
User #261 		motion based tracking
MaCVi 23 		25-Oct-2022 -1 V100 0.605 0.717 0.687 0.183 294 95 8166 18404 0.805 0.903 119 600
35
#12867 		york
User #436 		v5l botsort 962 11-Mar-2024 🔗 -1 3070 0.605 0.695 0.708 0.191 271 96 8605 19881 0.789 0.896 273 949
36
#12054
User #198 		Baseline + ReID 24-Oct-2023 🔗 -1 -1 0.605 0.823 0.686 0.186 317 67 8444 8215 0.913 0.911 27 500
37
#12951 		york
User #436 		detrl cstmbotsort864 21-Mar-2024 🔗 -1 3070 0.599 0.679 0.686 0.186 286 96 7446 22608 0.760 0.906 184 1179
38
#11674
User #220 		-1 27-Sep-2023 🔗 -1 -1 ✔ 0.599 0.673 0.685 0.193 310 78 20507 9898 0.895 0.804 408 628
39
#12910 		york
User #498 		v5l botsort864 14-Mar-2024 🔗 -1 3070 0.597 0.689 0.698 0.192 268 100 7869 21152 0.775 0.903 270 856
40
#12919 		york
User #498 		v5l cstmbotsort992 15-Mar-2024 🔗 -1 3070 0.597 0.690 0.693 0.193 283 87 10243 18599 0.802 0.881 340 1277
41
#12873 		york
User #436 		v5s botsort 962 12-Mar-2024 🔗 -1 3070 0.596 0.667 0.695 0.192 272 94 9164 21900 0.767 0.887 247 921
42
#12757 		york
User #436 		yolov5l 19-Feb-2024 🔗 -1 3070 0.594 0.671 0.694 0.196 263 99 8703 21778 0.769 0.893 476 778
43
#12893 		york
User #498 		5s botsort1216 13-Mar-2024 🔗 -1 3070 0.594 0.666 0.690 0.193 278 94 10624 20452 0.783 0.874 344 986
44
#12841 		york
User #436 		v5lbotsort0.250.10.4 07-Mar-2024 🔗 -1 3070 0.594 0.676 0.690 0.197 289 85 12454 17707 0.812 0.860 375 838
45
#12884 		york
User #498 		5sbotsort0.250.10.4992im 12-Mar-2024 🔗 -1 3070 0.590 0.663 0.680 0.194 281 90 10711 20701 0.780 0.873 293 1257
46
#12855 		york
User #436 		v5mbotsort0.250.10.4 09-Mar-2024 🔗 -1 3070 0.589 0.641 0.697 0.207 295 82 16348 17053 0.819 0.825 376 1067
47
#13213 		NUDT
User #289 		MOT-MR 24-May-2024 🔗 60 A100 ✔ 0.588 0.594 0.699 0.242 270 98 19025 19130 0.797 0.798 31 1207
48
#12849 		york
User #436 		v5s botsort0.250.10.4 08-Mar-2024 🔗 -1 3070 0.585 0.631 0.673 0.199 292 86 17462 16874 0.821 0.816 370 917
49
#12875 		york
User #436 		v5m botsort992 12-Mar-2024 🔗 -1 3070 0.585 0.665 0.691 0.198 272 87 8869 22416 0.762 0.890 274 963
50
#12923 		york
User #436 		v5l cstmbotsort640 17-Mar-2024 🔗 -1 3070 0.585 0.673 0.684 0.194 250 104 7278 23248 0.753 0.907 227 1316
51
#12907 		york
User #436 		v5m botsort1216 14-Mar-2024 🔗 -1 3070 0.584 0.664 0.688 0.201 275 84 10380 21017 0.777 0.876 276 1089
52
#12754 		york
User #436 		yolov5m 14-Feb-2024 🔗 -1 3070 0.583 0.652 0.680 0.196 258 105 8137 24209 0.743 0.896 409 675
53
#12947 		york
User #436 		rtdetrl botsort864 21-Mar-2024 🔗 -1 3070 0.582 0.633 0.664 0.180 271 108 5659 27836 0.704 0.921 1027 615
54
#12755 		york
User #436 		yolov5s 16-Feb-2024 🔗 -1 3070 0.582 0.648 0.665 0.197 262 105 9094 23602 0.749 0.886 467 634
55
#12868 		york
User #436 		v5l botsort1500imsz 11-Mar-2024 🔗 -1 3070 0.580 0.658 0.671 0.196 277 89 13516 18309 0.806 0.849 390 1062
56
#12894 		york
User #498 		v5m cstmbotsort992 13-Mar-2024 🔗 -1 3070 0.579 0.662 0.680 0.201 279 84 10251 21290 0.774 0.877 303 1324
57
#12890 		york
User #436 		v5s custombotsort640imsz 13-Mar-2024 🔗 -1 3070 0.571 0.646 0.656 0.194 255 108 7479 25695 0.727 0.902 192 1319
58
#12905 		york
User #436 		v5m cstmbotsort640 14-Mar-2024 🔗 -1 3070 0.571 0.643 0.665 0.193 242 113 7356 26045 0.723 0.903 212 1325
59
#12869 		york
User #436 		v5l bytetrack 962 11-Mar-2024 🔗 -1 3070 0.571 0.678 0.666 0.201 258 104 8842 21050 0.776 0.892 390 985
60
#12909 		york
User #498 		v5l bytetrack864 14-Mar-2024 🔗 -1 3070 0.570 0.674 0.660 0.201 258 106 8078 22236 0.764 0.899 362 878
61
#12840 		york
User #436 		v5l bytetrack0.250.10.4 07-Mar-2024 🔗 -1 3070 0.569 0.659 0.658 0.206 276 95 12515 19074 0.797 0.857 522 898
62
#12922 		york
User #498 		v5l cstmbytetrack992 15-Mar-2024 🔗 -1 3070 0.568 0.675 0.659 0.203 270 97 10470 19602 0.792 0.877 508 1266
63
#12961 		york
User #436 		detrl cstmbytetrack864 22-Mar-2024 🔗 -1 3070 0.568 0.657 0.653 0.197 260 111 7877 24130 0.744 0.899 319 1146
64
#12777 		york
User #436 		v5l bytetrack 28-Feb-2024 🔗 -1 3070 0.566 0.652 0.660 0.204 255 104 8876 23270 0.753 0.889 604 785
65
#12874 		york
User #436 		v5s bytetrack992 12-Mar-2024 🔗 -1 3070 0.561 0.652 0.644 0.201 257 103 9313 23062 0.755 0.884 373 974
66
#12857 		test
User #436 		detr testing 640 09-Mar-2024 🔗 -1 test 0.560 0.614 0.640 0.189 266 102 5801 29780 0.684 0.917 735 559
67
#12892 		york
User #436 		v5s bytetrack1216 13-Mar-2024 🔗 -1 3070 0.559 0.653 0.644 0.202 260 105 10680 21568 0.771 0.872 444 1021
68
#12948 		york
User #436 		detrl bytetrack864 21-Mar-2024 🔗 -1 3070 0.558 0.605 0.646 0.191 243 128 6114 30056 0.681 0.913 1069 613
69
#12776 		york
User #436 		v5s bytetrack 28-Feb-2024 🔗 -1 3070 0.558 0.631 0.645 0.205 248 109 9019 25120 0.733 0.884 577 627
70
#12916 		york
User #436 		v5l cstmbytetrack640 15-Mar-2024 🔗 -1 3070 0.555 0.655 0.639 0.202 244 111 7632 24409 0.741 0.901 420 1252
71
#12920 		york
User #498 		v5l cstmbytetrack640 15-Mar-2024 🔗 -1 3070 0.555 0.655 0.639 0.202 244 111 7632 24409 0.741 0.901 420 1252
72
#12908 		york
User #498 		v5m bytetrack1216 14-Mar-2024 🔗 -1 3070 0.554 0.649 0.652 0.210 253 103 10475 22103 0.765 0.873 443 1097
73
#12883 		york
User #498 		v5s 0.250.10.4992imsz 12-Mar-2024 🔗 -1 3070 0.553 0.649 0.632 0.203 267 100 10869 21719 0.769 0.870 423 1262
74
#12879 		york
User #498 		v5m bytetrackimsz992 12-Mar-2024 🔗 -1 3070 0.551 0.649 0.649 0.207 257 98 9043 23612 0.749 0.886 374 952
75
#12863 		york
User #436 		detr 640 bot custom 10-Mar-2024 🔗 -1 3070 0.550 0.634 0.615 0.196 282 94 9269 24518 0.740 0.883 654 1203
76
#12775 		york
User #436 		yolov5mbytetrack 28-Feb-2024 🔗 -1 3070 0.550 0.637 0.638 0.204 243 110 8178 25490 0.729 0.894 510 680
77
#12891 		york
User #436 		v5s cstmbytetrack640imsz 13-Mar-2024 🔗 -1 3070 0.548 0.631 0.631 0.202 244 112 7676 26672 0.717 0.898 370 1248
78
#12850 		york
User #436 		v5sbytetrack0.250.10.4 08-Mar-2024 🔗 -1 3070 0.546 0.620 0.620 0.208 277 99 17137 18104 0.808 0.816 563 1022
79
#12895 		york
User #498 		v5m cstmbytetrack992 13-Mar-2024 🔗 -1 3070 0.546 0.646 0.636 0.210 262 97 10574 22305 0.763 0.872 459 1279
80
#12851 		york
User #436 		v5m bytetrack 0.40.10.6 08-Mar-2024 🔗 -1 3070 0.544 0.628 0.628 0.216 275 100 16251 18199 0.807 0.824 568 1087
81
#12904 		york
User #436 		v5m cstmbytetrack 14-Mar-2024 🔗 -1 3070 0.540 0.629 0.621 0.201 232 118 7576 26969 0.714 0.899 348 1262
82
#12860 		york
User #436 		DETR bytetrack 640imsz 10-Mar-2024 🔗 -1 3070 0.537 0.587 0.619 0.198 246 124 6233 31847 0.662 0.909 802 580
83
#12861 		york
User #436 		detr 640 byte custom 10-Mar-2024 🔗 -1 3070 0.527 0.615 0.593 0.206 262 109 9527 26102 0.723 0.877 629 1150
84
#12917 		york
User #436 		yv5l cstmbotsort640 15-Mar-2024 🔗 -1 3070 0.519 0.524 0.592 -1.000 169 198 6410 38265 0.594 0.897 177 955
85
#12282 		-1
User #381 		nckubaseline 02-Nov-2023 🔗 -1 -1 0.509 0.355 0.563 -1.000 169 219 22796 37800 0.599 0.712 160 664
86
#11697
User #198 		Baseline 30-Sep-2023 🔗 30 GV100 0.508 0.368 0.543 -1.000 188 194 23152 36331 0.614 0.714 68 569
87
#12764 		york
User #436 		DETR 22-Feb-2024 🔗 -1 3070 0.504 0.330 0.552 0.186 261 105 30073 31398 0.667 0.676 1643 433
88
#12780 		york
User #436 		RTDETR botsort 29-Feb-2024 🔗 -1 3070 0.503 0.313 0.552 0.195 283 93 36276 26740 0.716 0.650 1640 426
89
#12295 		ncku_acvlab
User #381 		SMILETrack 03-Nov-2023 🔗 -1 NVIDIA3090 0.500 0.331 0.549 -1.000 162 229 22072 40923 0.565 0.707 39 568
90
#12831 		york
User #436 		detr botsort 0.25 0.1 0.4 06-Mar-2024 🔗 -1 3070 0.494 0.428 0.575 0.251 207 161 28466 24706 0.738 0.709 646 1370
91
#11678
User #198 		Baseline 27-Sep-2023 🔗 30 GV100 0.493 0.324 0.530 0.189 182 193 24362 39232 0.583 0.693 67 530
92
#12830 		york
User #436 		DETR conf0.15botsort 06-Mar-2024 🔗 -1 3070 0.480 0.302 0.552 0.246 191 172 35906 27387 0.709 0.650 2389 1267
93
#12839 		york
User #436 		detrbytetrack 0.250.10.4 07-Mar-2024 🔗 -1 3070 0.478 0.440 0.544 0.255 192 161 25707 26358 0.720 0.725 653 1500
94
#12779 		york
User #436 		RTDETR bytetrack 29-Feb-2024 🔗 -1 3070 0.477 0.244 0.526 0.203 260 112 39809 29507 0.687 0.619 1868 483
95
#11679
User #198 		Baseline 28-Sep-2023 🔗 30 GV10 0.472 0.316 0.503 0.198 178 196 24170 40142 0.574 0.691 138 549
96
#12211 		NCKU
User #403 		ACV (bbox_wh id-1) 31-Oct-2023 🔗 10 Nvidia 3090 0.465 0.355 0.491 -1.000 152 240 22016 38557 0.591 0.716 149 668
97
#12213 		NCKU
User #403 		ACV (bbox_wh id-1) 31-Oct-2023 🔗 10 Nvidia 3090 0.465 0.355 0.491 -1.000 152 240 22016 38557 0.591 0.716 149 668
98
#10592 		University Tuebingen
User #120 		Baseline Tracktor 13-Oct-2022 10 RTX 2080 Ti 0.461 0.478 0.499 0.214 175 157 11960 35765 0.620 0.830 1435 2522
99
#11625
User #120 		dfgh 19-Sep-2023 🔗 5 sdf 0.461 0.478 0.499 0.214 175 157 11960 35765 0.620 0.830 1435 2522
100
#11628
User #120 		sdfdg 19-Sep-2023 🔗 345 sdf 0.461 0.478 0.499 0.214 175 157 11960 35765 0.620 0.830 1435 2522
101
#11858
User #381 		1 15-Oct-2023 🔗 1 1 0.461 0.478 0.499 0.214 175 157 11960 35765 0.620 0.830 1435 2522
102
#13228 		TZC
User #531 		DSST 26-May-2024 🔗 10 G5400 0.461 0.478 0.499 0.214 175 157 11960 35765 0.620 0.830 1435 2522
103
#11629
User #120 		sfd 19-Sep-2023 🔗 34 sdf 0.461 0.478 0.499 0.214 176 157 11960 35765 0.620 0.830 1435 2522
104
#11630
User #120 		sdf 19-Sep-2023 🔗 34 sfd 0.461 0.478 0.499 0.214 175 157 11960 35765 0.620 0.830 1435 2522
105
#12827 		york
User #436 		DETR conf0.15 bytetrack 06-Mar-2024 🔗 -1 3070 0.449 0.260 0.510 0.248 179 175 36896 30301 0.678 0.634 2453 1263
106
#12918 		york
User #436 		v5l cstmbytetrack992 15-Mar-2024 🔗 -1 3070 0.446 0.364 0.477 -1.000 129 251 8240 51335 0.455 0.839 342 748
107
#12856 		test
User #436 		detr testing 09-Mar-2024 🔗 -1 test 0.297 0.207 0.355 0.324 60 290 9588 64215 0.318 0.757 835 2522
108
#12001
User #415 		test_v1 23-Oct-2023 🔗 -1 A100 0.295 0.139 0.260 -1.000 24 375 2356 78747 0.164 0.867 -1 98
109
#12124 		xx
User #415 		mm-v1 26-Oct-2023 🔗 -1 A100 0.280 0.141 0.262 0.198 22 372 2311 78614 0.165 0.871 -1 127
110
#12212 		NCKU
User #403 		ACV (bbox_hw id-1) 31-Oct-2023 🔗 10 Nvidia 3090 0.269 -0.283 0.233 -1.000 18 326 52142 68683 0.271 0.328 31 880
111
#11854
User #381 		1 14-Oct-2023 🔗 1 1 0.112 -0.297 0.038 -1.000 8 408 30355 91766 0.025 0.073 -1 8
112
#11856
User #381 		1 15-Oct-2023 🔗 1 1 0.111 -0.342 0.037 -1.000 8 408 34559 91769 0.025 0.065 -1 8
113
#11802
User #381 		demo 11-Oct-2023 🔗 5 V100 0.005 -0.703 -1.000 -1.000 -1 417 66236 94150 -1.000 -1.000 -1 -1
114
#11650
User #381 		demo 24-Sep-2023 🔗 4.2 V100 0.005 -0.432 -1.000 -1.000 -1 417 40703 94162 -1.000 -1.000 -1 -1
115
#11651
User #381 		demo 24-Sep-2023 🔗 4.2 V100 0.005 -0.498 -1.000 -1.000 -1 417 46867 94160 -1.000 -1.000 -1 -1
116
#12197 		NCKU
User #403 		ACV 30-Oct-2023 🔗 10 Nvidia 3090 0.002 -0.828 -1.000 -1.000 -1 417 77999 94164 -1.000 -1.000 -1 -1
117
#12199 		NCKU
User #403 		ACV (bbox original id-1) 30-Oct-2023 🔗 10 Nvidia 3090 0.001 -0.824 -1.000 -1.000 -1 417 77610 94151 -1.000 -1.000 -1 -1
118
#175 		University of Tuebingen
User #40 		FairMOT R34 01-Sep-2021 🔗 NaN 0.305 0.408 0.273 29 127 4401 28999 0.402 0.816 285 1588
119
#176 		University of Tuebingen
User #40 		Tracktor++ 01-Sep-2021 🔗 NaN 0.719 0.805 0.201 123 5 7741 5496 0.885 0.845 192 438
120
#174 		University of Tuebingen
User #40 		FairMOT D34 01-Sep-2021 🔗 NaN 0.365 0.438 0.209 28 49 3788 20867 0.472 0.831 447 1599