Leaderboard

Up-to-date generic object tracking performance of baseline and submitted results on GOT-10k. All entries are ranked based on their Average Overlap (AO) scores.

Up-to-Date Leaderboard

Instructions:

Rank↓ Method AO SR0.50 SR0.75 Hz Hardware Language Date Author
1 SMFMFE 0.747 1 0.866 1 0.709 1 32.85 Geforce GTX 1080 Ti Python Jan 19, 2021 Allen
2 Ainnovation 0.735 2 0.848 2 0.699 2 26.28 rtx python Jan 15, 2021 ainnovation
3 mcc 0.727 3 0.837 3 0.681 26.48 A40 Python May 29, 2021 myy
4 TransT 0.723 0.824 0.682 3 47.27 RTX-TITAN python Mar 19, 2021 CHENXIN
5 TransTN2 0.699 0.801 0.659 65.59 RTX-TITAN python Mar 20, 2021 CHENXIN
6 DIM 0.697 0.816 0.609 23.02 V100 Python Jun 25, 2020 iminfine
7 EH_SD 0.691 0.812 0.608 22.67 rtx2060 python Sep 17, 2020 skyshoumeng
8 TrDiMP 0.688 0.805 0.597 11.80 1080Ti Pytorch Mar 15, 2021 random
9 RSD 0.685 0.803 0.601 8.34 rtx 2080ti python Jun 13, 2021 yabinzhu
10 RPT 0.682 0.803 0.583 8.84 1080Ti Python Jan 13, 2021 DH_Tracker
11 DOPNet_s 0.682 0.805 0.585 9.33 TITAN X (Pascal) python Oct 08, 2020 tominute
12 IAT 0.682 0.805 0.592 25.02 Titan RTX python Jan 09, 2021 yyyxxxqqq
13 CSBDCF 0.680 0.794 0.598 6.33 Titan XP GPU Python Oct 15, 2020 KU3029
14 TrSiam 0.673 0.787 0.586 13.65 1080Ti Pytorch Mar 15, 2021 random
15 TREG 0.672 0.786 0.569 24.31 RTX 2080ti python Apr 02, 2021 libron
16 SuperDimp 0.661 0.772 0.587 14.72 1080Ti PyTorch Jun 28, 2021 JackTheWhite
17 OUTM 0.654 0.747 0.535 25.32 GTX 1080 python May 31, 2021 zhangqingsong
18 ASEID42mean5 0.654 0.787 0.534 5.34 2080 python Feb 26, 2021 DanielLee
19 DOPNet 0.653 0.776 0.519 29.77 TITAN X (Pascal) python Aug 27, 2020 tominute
20 RTAT_format 0.652 0.763 0.545 7.65 Nvidia-2080 Python Nov 16, 2020 Flowerfan
21 SiamRCNN 0.649 0.728 0.597 2.79 1080 Ti Python Nov 09, 2019 voigtlaender
22 LEAST 0.642 0.738 0.531 31.04 Nvidia GTX 1080ti Python Jun 06, 2021 YoungYang
23 FCOT 0.640 0.763 0.517 47.15 RTX 2080ti python Jun 04, 2020 libron
24 GSC 0.640 0.747 0.538 12.70 P40 python Nov 10, 2020 bilylee
25 STransformer 0.639 0.753 0.550 48.77 2080 python Jul 21, 2021 laoyangkeaiduo
26 test_1 0.639 0.758 0.502 11.60 GTX1080 python Jan 17, 2020 huang
27 DCFST_Res50 0.638 0.753 0.498 37.82 TITAN X(pascal) pytorch Oct 18, 2019 noUmbrella
28 PrDimp50 0.636 0.739 0.529 3.66 K80 python Nov 23, 2020 ZoroCK
29 DTT 0.634 0.749 0.514 50.25 TITAN X (Pascal) python Mar 11, 2021 tominute
30 SIAMGAT 0.627 0.743 0.488 21.44 1070 Python Apr 11, 2021 daydayup
31 SiamSTM 0.624 0.730 0.503 66.25 TITANV python Jan 29, 2021 zjphust
32 dnb 0.607 0.726 0.472 25.44 gtx 1080 python Dec 19, 2020 tominute
33 dmb_e11 0.621 0.707 0.525 12.51 1080ti python Oct 26, 2020 jaffe
34 TASiam 0.617 0.742 0.470 45.37 RTX2060s python Mar 29, 2021 tangchuanming
35 dimpp 0.616 0.716 0.501 44.72 Titan_RTX pytroch Jan 05, 2021 iceskylake
36 prdimp_18 0.612 0.713 0.503 21.76 1080Ti Python Jun 28, 2021 JackTheWhite
37 DiMP50 0.611 0.717 0.492 34.05 Nvidia GTX-1050 Python Sep 02, 2019 goutamgmb
38 DCFST 0.610 0.716 0.463 50.65 TITAN X(Pascal), E5-2630 Pytorch Aug 24, 2019 noUmbrella
39 siamfcppdcn 0.607 0.731 0.476 77.37 GTX1080ti python Mar 26, 2020 jaffe
40 GIFT 0.604 0.704 0.491 28.34 P100 Python May 20, 2021 xi961226
41 ATOM2 0.602 0.701 0.479 45.91 1080ti python Jun 14, 2019 wangxianhai
42 DMV50 0.601 0.695 0.492 31.55 Geforce RTX 2080Ti Python Mar 05, 2020 ghnam
43 jaffesa 0.600 0.723 0.469 79.96 GTX1080ti python Mar 24, 2020 jaffe
44 secf_oriD 0.600 0.716 0.460 27.32 1080ti python Apr 25, 2020 jaffe
45 go_degat_car 0.583 0.685 0.457 33.16 RTX 3090 Python Apr 11, 2021 xzdogn
46 AFFT 0.595 0.699 0.472 11.75 RTX 2080 Python Apr 18, 2021 zsc886
47 DIT 0.595 0.704 0.440 53.46 2080Ti python Mar 14, 2020 diyuan
48 SiamUSC 0.575 0.697 0.410 45.44 GPU 1080TI PYTHON Jun 05, 2021 MJ_HQU
49 SIAMCAR 0.581 0.683 0.441 16.70 1070 Python Apr 11, 2021 daydayup
50 papersiamcar 0.579 0.677 0.437 17.70 RTX2080ti Python May 15, 2021 xi961226
51 SiamCAR_my 0.578 0.677 0.437 24.32 Intel i7 9750H + RTX2080 python Jun 30, 2021 mmyu
52 SiamXZY 0.565 0.659 0.405 20.91 P100 Python Apr 24, 2021 xi961226
53 AFSN 0.558 0.659 0.413 39.06 GeForce GTX 1080Ti python Feb 26, 2021 TongtongYuan
54 ATOM18 0.556 0.634 0.402 20.71 Nvidia GTX-1050 Python Sep 02, 2019 goutamgmb
55 ljhomework 0.532 0.623 0.402 22.62 PC python Jun 28, 2021 COEN24
56 SiamFCplus 0.526 0.625 0.347 186.29 1 RTX2080ti Python May 17, 2021 xi961226
57 siamrpn_tp 0.517 0.615 0.329 3.18 1070 python Jun 09, 2019 triplepool
58 siamrpnr50 0.516 0.620 0.334 26.68 1080Ti python Jun 22, 2021 JackTheWhite
59 SPM 0.513 0.593 0.359 72.30 Titan Xp Python Sep 30, 2019 wgting96
60 SiamPD 0.498 0.570 0.337 21.50 1080Ti python Jul 12, 2021 Huiyiqianli
61 SiamRPN_R18 0.483 0.581 0.270 97.55 GeForce GTX TITAN X Python Aug 28, 2019 wgting96
62 SLSNTRPN23 0.480 0.560 0.290 136.62 3 GTX1070 PYTHON Dec 04, 2020 Tsao
63 SiamRPN_A 0.463 0.549 0.253 74.46 GeForce GTX TITAN X Python Aug 28, 2019 wgting96
64 RPN_IOU 0.453 0.546 0.195 18.66 Nvidia GTX 1080Ti Python Jan 30, 2020 dasari4321
65 soft 0.458 0.547 0.209 39.84 Nvidia RTX 2080Ti Python Jul 05, 2020 ingenious_frog
66 SiamMask_EU 0.453 0.550 0.248 15.37 NVIDIA Tesla P100 Python Apr 09, 2020 JackieZhai
67 SRCRPN 0.451 0.528 0.212 43.54 Nvidia RTX 2080Ti Python Jul 31, 2020 ingenious_frog
68 THOR 0.447 0.538 0.204 1.00 RTX 2070 Python Oct 17, 2019 AHUWangXiao
69 DaSiamRPN 0.444 0.536 0.220 134.40 1 Titan RTX Python Aug 04, 2020 louisshen
70 SLSNTRPN13 0.441 0.529 0.228 144.64 2 GTX1070 PYTHON Dec 01, 2020 Tsao
71 SARRPN 0.426 0.506 0.192 91.61 Nvidia RTX 2080Ti Python Aug 03, 2020 ingenious_frog
72 DaRPN 0.409 0.479 0.156 34.08 gpu:GTX1050Ti python Jun 16, 2021 melodylzd
73 DCANet 0.403 0.466 0.150 28.06 2080Ti pytorch Aug 26, 2020 doublefish2020
74 ESiamFC 0.381 0.435 0.132 26.36 E5-2697v3(ES) GTX 1070 Python May 05, 2021 Conquerhuang
75 DETAIL_v3 0.378 0.419 0.125 3.00 RTX 2080Ti Python Nov 10, 2020 Chandana
76 SiamFCv2 0.374 0.404 0.144 25.81 1 GeForce GTX Titan X MATLAB Dec 10, 2018 Official
77 SiamRPN_gt 0.367 0.425 0.103 47.10 GTX1080Ti python Jun 24, 2020 yanggg1997
78 VSINT 0.363 0.401 0.119 10.85 GPU TITAN X Python Oct 17, 2019 dgupta
79 siamfc_upd 0.360 0.399 0.124 15.86 1 gtx titan x python May 15, 2021 davidluciolu
80 SiamFC_my 0.356 0.394 0.119 3.80 Intel i7 9750H + RTX2080 python Jun 30, 2021 mmyu
81 aaifjsafaf 0.356 0.393 0.118 9.05 i5 matlab Jun 29, 2021 gotgot
82 GOT10kSIAM 0.355 0.390 0.118 32.17 RTX 2060 Python Jul 01, 2021 DouGang
83 GOT10k_SIAM 0.355 0.390 0.118 32.17 RTX 2060 Python Jul 01, 2021 DouGang
84 litttletrack 0.355 0.395 0.106 30.42 1080ti python Jun 03, 2019 tianlang
85 Vital_1 0.350 0.360 0.090 4.80 RTX 2080ti Python May 16, 2020 Chandana
86 SiamFCbycccc 0.331 0.368 0.110 10.52 2080ti python Jun 13, 2020 CCCC
87 MDNet_1 0.348 0.346 0.091 5.06 RTX 2080ti Python May 16, 2020 Chandana
88 FDSiamFC 0.348 0.385 0.112 124.67 i7 9700k RTX 2080Ti Python Jul 14, 2021 Conquerhuang
89 SiamFC 0.348 0.353 0.098 44.15 1 GeForce GTX Titan X MATLAB Dec 10, 2018 Official
90 GOTURN 0.347 0.375 0.124 108.55 1 GeForce GTX Titan X Python Dec 10, 2018 Official
91 ws 0.346 0.383 0.106 123.97 RTX 2070S,R3 3300X python +pytorch Dec 14, 2020 ws20201214
92 Ball_IVT 0.341 0.339 0.077 3.56 RTX 2080ti Python May 30, 2020 Chandana
93 Vital_est 0.331 0.341 0.081 3.57 RTX 2080ti Python May 26, 2020 Chandana
94 CCOT 0.325 0.328 0.107 0.68 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
95 IVT_est 0.316 0.304 0.081 3.10 RTX 2080ti Python May 18, 2020 Chandana
96 ECO 0.316 0.309 0.111 2.62 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
97 CF2 0.315 0.297 0.088 5.57 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
98 IVT_modified 0.304 0.297 0.079 2.71 RTX 2080ti Python May 16, 2020 Chandana
99 MDNet 0.299 0.303 0.099 1.52 1 GeForce GTX Titan X Python Dec 10, 2018 Official
100 CFNetc2 0.293 0.265 0.087 35.62 1 GeForce GTX Titan X MATLAB Dec 10, 2018 Official
101 ECOhc 0.286 0.276 0.096 44.55 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
102 siamrpn_0613 0.276 0.278 0.056 122.90 titan v python Jun 13, 2021 chz
103 CFNetc5 0.270 0.225 0.072 24.88 1 GeForce GTX Titan X MATLAB Dec 10, 2018 Official
104 CFNetc1 0.261 0.243 0.084 38.48 1 GeForce GTX Titan X MATLAB Dec 10, 2018 Official
105 BACF 0.260 0.262 0.101 14.44 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
106 MEEM 0.253 0.235 0.068 20.59 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
107 DAT 0.251 0.242 0.048 45.52 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
108 DSST 0.247 0.223 0.081 18.25 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
109 SAMF 0.246 0.241 0.084 7.43 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
110 Staple 0.246 0.239 0.089 28.87 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
111 SRDCFdecon 0.237 0.220 0.094 2.89 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
112 SRDCF 0.236 0.227 0.094 5.58 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
113 fDSST 0.206 0.187 0.075 30.43 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
114 CSK 0.205 0.174 0.056 133.46 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
115 KCF 0.203 0.177 0.065 94.66 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
116 CSK_r1 0.202 0.169 0.056 17.96 CPU Python Dec 29, 2018 Chris
117 L1APG 0.181 0.174 0.068 13.06 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
118 LK 0.177 0.144 0.048 10.15 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
119 Info_Vital 0.156 0.100 0.024 1.59 RTX 2080 ti 12GB Python Apr 30, 2020 Chandana
120 IVT 0.128 0.084 0.023 71.29 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
121 kcf_tp 0.074 0.031 0.002 63.43 1070 python Jun 09, 2019 triplepool