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 SiamFT 0.692 0.797 0.630 33.65 RTX2060s python Sep 17, 2021 tangchuanming
8 EH_SD 0.691 0.812 0.608 22.67 rtx2060 python Sep 17, 2020 skyshoumeng
9 TrDiMP 0.688 0.805 0.597 11.80 1080Ti Pytorch Mar 15, 2021 random
10 RSD 0.685 0.803 0.601 8.34 rtx 2080ti python Jun 13, 2021 yabinzhu
11 RPT 0.682 0.803 0.583 8.84 1080Ti Python Jan 13, 2021 DH_Tracker
12 DOPNet_s 0.682 0.805 0.585 9.33 TITAN X (Pascal) python Oct 08, 2020 tominute
13 IAT 0.682 0.805 0.592 25.02 Titan RTX python Jan 09, 2021 yyyxxxqqq
14 CSBDCF 0.680 0.794 0.598 6.33 Titan XP GPU Python Oct 15, 2020 KU3029
15 only_test 0.662 0.762 0.599 18.44 GTX3090 python Aug 31, 2021 jackjack
16 TrSiam 0.673 0.787 0.586 13.65 1080Ti Pytorch Mar 15, 2021 random
17 TREG 0.672 0.786 0.569 24.31 RTX 2080ti python Apr 02, 2021 libron
18 pos970 0.668 0.766 0.603 14.62 3080 python Sep 08, 2021 jackjack
19 BROST 0.667 0.769 0.573 20.02 Nvidia GTX 1080ti Python Sep 26, 2021 YoungYang
20 SuperDimp 0.661 0.772 0.587 14.72 1080Ti PyTorch Jun 28, 2021 JackTheWhite
21 jaffesa 0.658 0.772 0.583 20.60 GTX1080ti python Sep 04, 2021 jaffe
22 OUTM 0.654 0.747 0.535 25.32 GTX 1080 python May 31, 2021 zhangqingsong
23 ASEID42mean5 0.654 0.787 0.534 5.34 2080 python Feb 26, 2021 DanielLee
24 DOPNet 0.653 0.776 0.519 29.77 TITAN X (Pascal) python Aug 27, 2020 tominute
25 RTAT_format 0.652 0.763 0.545 7.65 Nvidia-2080 Python Nov 16, 2020 Flowerfan
26 SiamRCNN 0.649 0.728 0.597 2.79 1080 Ti Python Nov 09, 2019 voigtlaender
27 LEAST 0.642 0.738 0.531 31.04 Nvidia GTX 1080ti Python Jun 06, 2021 YoungYang
28 FCOT 0.640 0.763 0.517 47.15 RTX 2080ti python Jun 04, 2020 libron
29 GSC 0.640 0.747 0.538 12.70 P40 python Nov 10, 2020 bilylee
30 STransformer 0.639 0.753 0.550 48.77 2080 python Jul 21, 2021 laoyangkeaiduo
31 test_1 0.639 0.758 0.502 11.60 GTX1080 python Jan 17, 2020 huang
32 DCFST_Res50 0.638 0.753 0.498 37.82 TITAN X(pascal) pytorch Oct 18, 2019 noUmbrella
33 PrDimp50 0.636 0.739 0.529 3.66 K80 python Nov 23, 2020 ZoroCK
34 DTT 0.634 0.749 0.514 50.25 TITAN X (Pascal) python Mar 11, 2021 tominute
35 SiAMGAT 0.631 0.746 0.504 48.48 1070 Python Aug 11, 2021 daydayup
36 SiamSTM 0.624 0.730 0.503 66.25 TITANV python Jan 29, 2021 zjphust
37 dnb 0.607 0.726 0.472 25.44 gtx 1080 python Dec 19, 2020 tominute
38 dmb_e11 0.621 0.707 0.525 12.51 1080ti python Oct 26, 2020 jaffe
39 TASiam 0.617 0.742 0.470 45.37 RTX2060s python Mar 29, 2021 tangchuanming
40 dimpp 0.616 0.716 0.501 44.72 Titan_RTX pytroch Jan 05, 2021 iceskylake
41 prdimp_18 0.612 0.713 0.503 21.76 1080Ti Python Jun 28, 2021 JackTheWhite
42 DiMP50 0.611 0.717 0.492 34.05 Nvidia GTX-1050 Python Sep 02, 2019 goutamgmb
43 DCFST 0.610 0.716 0.463 50.65 TITAN X(Pascal), E5-2630 Pytorch Aug 24, 2019 noUmbrella
44 siamfcppdcn 0.607 0.731 0.476 77.37 GTX1080ti python Mar 26, 2020 jaffe
45 GIFT 0.604 0.704 0.491 28.34 P100 Python May 20, 2021 xi961226
46 ATOM2 0.602 0.701 0.479 45.91 1080ti python Jun 14, 2019 wangxianhai
47 DMV50 0.601 0.695 0.492 31.55 Geforce RTX 2080Ti Python Mar 05, 2020 ghnam
48 secf_oriD 0.600 0.716 0.460 27.32 1080ti python Apr 25, 2020 jaffe
49 go_degat_car 0.583 0.685 0.457 33.16 RTX 3090 Python Apr 11, 2021 xzdogn
50 AFFT 0.595 0.699 0.472 11.75 RTX 2080 Python Apr 18, 2021 zsc886
51 DIT 0.595 0.704 0.440 53.46 2080Ti python Mar 14, 2020 diyuan
52 SiamFTB 0.586 0.658 0.434 36.52 RTX3070 Laptop GPU python Aug 23, 2021 Huiyiqianli
53 SiamUSC 0.575 0.697 0.410 45.44 GPU 1080TI PYTHON Jun 05, 2021 MJ_HQU
54 SIAMCAR 0.581 0.683 0.441 16.70 1070 Python Apr 11, 2021 daydayup
55 papersiamcar 0.579 0.677 0.437 17.70 RTX2080ti Python May 15, 2021 xi961226
56 SiamCAR_my 0.578 0.677 0.437 24.32 Intel i7 9750H + RTX2080 python Jun 30, 2021 mmyu
57 SiamXZY 0.565 0.659 0.405 20.91 P100 Python Apr 24, 2021 xi961226
58 AFSN 0.558 0.659 0.413 39.06 GeForce GTX 1080Ti python Feb 26, 2021 TongtongYuan
59 ATOM18 0.556 0.634 0.402 20.71 Nvidia GTX-1050 Python Sep 02, 2019 goutamgmb
60 MobileTrackS 0.548 0.655 0.378 59.07 RTX2080Ti python Sep 17, 2021 YaqiLYU
61 ljhomework 0.532 0.623 0.402 22.62 PC python Jun 28, 2021 COEN24
62 SiamFCplus 0.526 0.625 0.347 186.29 1 RTX2080ti Python May 17, 2021 xi961226
63 siamrpn_tp 0.517 0.615 0.329 3.18 1070 python Jun 09, 2019 triplepool
64 siamrpnr50 0.516 0.620 0.334 26.68 1080Ti python Jun 22, 2021 JackTheWhite
65 SPM 0.513 0.593 0.359 72.30 Titan Xp Python Sep 30, 2019 wgting96
66 SiamRPN_R18 0.483 0.581 0.270 97.55 GeForce GTX TITAN X Python Aug 28, 2019 wgting96
67 SLSNTRPN23 0.480 0.560 0.290 136.62 3 GTX1070 PYTHON Dec 04, 2020 Tsao
68 SiamRPN_A 0.463 0.549 0.253 74.46 GeForce GTX TITAN X Python Aug 28, 2019 wgting96
69 RPN_IOU 0.453 0.546 0.195 18.66 Nvidia GTX 1080Ti Python Jan 30, 2020 dasari4321
70 soft 0.458 0.547 0.209 39.84 Nvidia RTX 2080Ti Python Jul 05, 2020 ingenious_frog
71 SiamMask_EU 0.453 0.550 0.248 15.37 NVIDIA Tesla P100 Python Apr 09, 2020 JackieZhai
72 SRCRPN 0.451 0.528 0.212 43.54 Nvidia RTX 2080Ti Python Jul 31, 2020 ingenious_frog
73 THOR 0.447 0.538 0.204 1.00 RTX 2070 Python Oct 17, 2019 AHUWangXiao
74 DaSiamRPN 0.444 0.536 0.220 134.40 1 Titan RTX Python Aug 04, 2020 louisshen
75 SLSNTRPN13 0.441 0.529 0.228 144.64 2 GTX1070 PYTHON Dec 01, 2020 Tsao
76 SARRPN 0.426 0.506 0.192 91.61 Nvidia RTX 2080Ti Python Aug 03, 2020 ingenious_frog
77 DaRPN 0.409 0.479 0.156 34.08 gpu:GTX1050Ti python Jun 16, 2021 melodylzd
78 DCANet 0.403 0.466 0.150 28.06 2080Ti pytorch Aug 26, 2020 doublefish2020
79 ESiamFC 0.381 0.435 0.132 26.36 E5-2697v3(ES) GTX 1070 Python May 05, 2021 Conquerhuang
80 DETAIL_v3 0.378 0.419 0.125 3.00 RTX 2080Ti Python Nov 10, 2020 Chandana
81 SiamFCv2 0.374 0.404 0.144 25.81 1 GeForce GTX Titan X MATLAB Dec 10, 2018 Official
82 SiamRPN_gt 0.367 0.425 0.103 47.10 GTX1080Ti python Jun 24, 2020 yanggg1997
83 VSINT 0.363 0.401 0.119 10.85 GPU TITAN X Python Oct 17, 2019 dgupta
84 siamfc_upd 0.360 0.399 0.124 15.86 1 gtx titan x python May 15, 2021 davidluciolu
85 SiamFC_my 0.356 0.394 0.119 3.80 Intel i7 9750H + RTX2080 python Jun 30, 2021 mmyu
86 aaifjsafaf 0.356 0.393 0.118 9.05 i5 matlab Jun 29, 2021 gotgot
87 GOT10kSIAM 0.355 0.390 0.118 32.17 RTX 2060 Python Jul 01, 2021 DouGang
88 GOT10k_SIAM 0.355 0.390 0.118 32.17 RTX 2060 Python Jul 01, 2021 DouGang
89 litttletrack 0.355 0.395 0.106 30.42 1080ti python Jun 03, 2019 tianlang
90 Vital_1 0.350 0.360 0.090 4.80 RTX 2080ti Python May 16, 2020 Chandana
91 SiamFCbycccc 0.331 0.368 0.110 10.52 2080ti python Jun 13, 2020 CCCC
92 MDNet_1 0.348 0.346 0.091 5.06 RTX 2080ti Python May 16, 2020 Chandana
93 FDSiamFC 0.348 0.385 0.112 124.67 i7 9700k RTX 2080Ti Python Jul 14, 2021 Conquerhuang
94 SiamFC 0.348 0.353 0.098 44.15 1 GeForce GTX Titan X MATLAB Dec 10, 2018 Official
95 GOTURN 0.347 0.375 0.124 108.55 1 GeForce GTX Titan X Python Dec 10, 2018 Official
96 ws 0.346 0.383 0.106 123.97 RTX 2070S,R3 3300X python +pytorch Dec 14, 2020 ws20201214
97 Ball_IVT 0.341 0.339 0.077 3.56 RTX 2080ti Python May 30, 2020 Chandana
98 Vital_est 0.331 0.341 0.081 3.57 RTX 2080ti Python May 26, 2020 Chandana
99 CCOT 0.325 0.328 0.107 0.68 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
100 IVT_est 0.316 0.304 0.081 3.10 RTX 2080ti Python May 18, 2020 Chandana
101 ECO 0.316 0.309 0.111 2.62 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
102 CF2 0.315 0.297 0.088 5.57 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
103 IVT_modified 0.304 0.297 0.079 2.71 RTX 2080ti Python May 16, 2020 Chandana
104 MDNet 0.299 0.303 0.099 1.52 1 GeForce GTX Titan X Python Dec 10, 2018 Official
105 CFNetc2 0.293 0.265 0.087 35.62 1 GeForce GTX Titan X MATLAB Dec 10, 2018 Official
106 ECOhc 0.286 0.276 0.096 44.55 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
107 siamrpn_0613 0.276 0.278 0.056 122.90 titan v python Jun 13, 2021 chz
108 CFNetc5 0.270 0.225 0.072 24.88 1 GeForce GTX Titan X MATLAB Dec 10, 2018 Official
109 CFNetc1 0.261 0.243 0.084 38.48 1 GeForce GTX Titan X MATLAB Dec 10, 2018 Official
110 BACF 0.260 0.262 0.101 14.44 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
111 MEEM 0.253 0.235 0.068 20.59 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
112 DAT 0.251 0.242 0.048 45.52 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
113 DSST 0.247 0.223 0.081 18.25 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
114 SAMF 0.246 0.241 0.084 7.43 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
115 Staple 0.246 0.239 0.089 28.87 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
116 SRDCFdecon 0.237 0.220 0.094 2.89 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
117 SRDCF 0.236 0.227 0.094 5.58 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
118 fDSST 0.206 0.187 0.075 30.43 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
119 CSK 0.205 0.174 0.056 133.46 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
120 KCF 0.203 0.177 0.065 94.66 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
121 CSK_r1 0.202 0.169 0.056 17.96 CPU Python Dec 29, 2018 Chris
122 L1APG 0.181 0.174 0.068 13.06 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
123 LK 0.177 0.144 0.048 10.15 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
124 Info_Vital 0.156 0.100 0.024 1.59 RTX 2080 ti 12GB Python Apr 30, 2020 Chandana
125 IVT 0.128 0.084 0.023 71.29 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
126 kcf_tp 0.074 0.031 0.002 63.43 1070 python Jun 09, 2019 triplepool