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 MixViT 0.780 1 0.873 2 0.787 1 15.91 RTX 8000 python Aug 12, 2022 libron
2 OSTrack 0.775 2 0.876 1 0.764 2 6.60 RTX 2080Ti Python May 05, 2022 Absurd
3 MixViT_GOT 0.757 3 0.853 0.751 3 3.65 RTX 8000 python Aug 12, 2022 libron
4 TSMtrack 0.756 0.863 0.715 48.63 RTX2060s python Nov 20, 2021 TSM
5 MixFormer 0.756 0.857 0.728 15.27 1080Ti python Nov 19, 2021 libron
6 Trsnst_all 0.751 0.858 0.713 41.04 RTX3060 python Jan 05, 2022 Richard
7 TransT_M 0.749 0.862 0.708 39.27 2080Ti python Oct 22, 2021 CHENXIN
8 SMFMFE 0.747 0.866 3 0.709 32.85 Geforce GTX 1080 Ti Python Jan 19, 2021 Allen
9 Ainnovation 0.735 0.848 0.699 26.28 rtx python Jan 15, 2021 ainnovation
10 C_DTT 0.731 0.844 0.684 26.08 TITAN X (Pascal) python Dec 16, 2021 tominute
11 mcc 0.727 0.837 0.681 26.48 A40 Python May 29, 2021 myy
12 TransT 0.723 0.824 0.682 47.27 RTX-TITAN python Mar 19, 2021 CHENXIN
13 SuperTracker 0.723 0.824 0.682 47.27 NVIDIA GeForce GTX1080Ti Python Jun 26, 2022 SeiFuu
14 TSMtrack_got 0.713 0.817 0.653 47.04 RTX2060s python Feb 10, 2022 TSM
15 osg 0.710 0.800 0.669 7.07 3090 Python Aug 08, 2022 soarkey
16 MSFormer 0.709 0.798 0.684 12.17 GeForce RTX 2080 TI Python Jul 24, 2022 s90210jacklen
17 SPACE 0.704 0.790 0.657 6.46 GTX 1080Ti Python Mar 10, 2022 caoyifei
18 TransT_dimp 0.703 0.803 0.639 30.85 RTX3060 python Jan 07, 2022 Richard
19 TransTN2 0.699 0.801 0.659 65.59 RTX-TITAN python Mar 20, 2021 CHENXIN
20 DIM 0.697 0.816 0.609 23.02 V100 Python Jun 25, 2020 iminfine
21 EH_SD 0.691 0.812 0.608 22.67 rtx2060 python Sep 17, 2020 skyshoumeng
22 FEAST 0.688 0.802 0.608 14.72 Nvidia GTX 1080ti Python Mar 02, 2022 YoungYang
23 TrDiMP 0.688 0.805 0.597 11.80 1080Ti Pytorch Mar 15, 2021 random
24 kakt 0.686 0.798 0.612 8.41 NVIDIA2080TI python Mar 20, 2022 WangHao
25 RSD 0.685 0.803 0.601 8.34 rtx 2080ti python Jun 13, 2021 yabinzhu
26 RPT 0.682 0.803 0.583 8.84 1080Ti Python Jan 13, 2021 DH_Tracker
27 DOPNet_s 0.682 0.805 0.585 9.33 TITAN X (Pascal) python Oct 08, 2020 tominute
28 IAT 0.682 0.805 0.592 25.02 Titan RTX python Jan 09, 2021 yyyxxxqqq
29 CSBDCF 0.680 0.794 0.598 6.33 Titan XP GPU Python Oct 15, 2020 KU3029
30 temp2toke_B 0.663 0.775 0.581 37.21 3080ti python Apr 22, 2022 llz
31 jaffesa 0.524 0.626 0.360 24.36 GTX1080ti python Jul 17, 2022 jaffe
32 only_test 0.662 0.762 0.599 18.44 GTX3090 python Aug 31, 2021 jackjack
33 SLT_TrDiMP_ 0.675 0.788 0.587 18.42 NVIDIA RTX A6000 PyTorch Jul 19, 2022 minjikim
34 SLT_TransT_ 0.675 0.765 0.603 17.42 NVIDIA RTX A6000 PyTorch Jul 19, 2022 minjikim
35 TrSiam 0.673 0.787 0.586 13.65 1080Ti Pytorch Mar 15, 2021 random
36 TREG 0.672 0.786 0.569 24.31 RTX 2080ti python Apr 02, 2021 libron
37 SiAMGAT 0.671 0.787 0.589 57.90 2080Ti Python Jun 14, 2022 daydayup
38 STA 0.671 0.777 0.583 14.46 GTX 1080Ti Python Nov 06, 2021 caoyifei
39 pos970 0.668 0.766 0.603 14.62 3080 python Sep 08, 2021 jackjack
40 BROST 0.667 0.769 0.573 20.02 Nvidia GTX 1080ti Python Sep 26, 2021 YoungYang
41 JCAT 0.666 0.763 0.557 27.04 Nvidia GTX 1080ti Python Dec 04, 2021 YoungYang
42 SuperDimp 0.661 0.772 0.587 14.72 1080Ti PyTorch Jun 28, 2021 JackTheWhite
43 VitCRT 0.656 0.750 0.598 18.45 Nvidia Tesla V100 python Apr 01, 2022 EmanuelOverflow
44 OUTM 0.654 0.747 0.535 25.32 GTX 1080 python May 31, 2021 zhangqingsong
45 ASEID42mean5 0.654 0.787 0.534 5.34 2080 python Feb 26, 2021 DanielLee
46 DOPNet 0.653 0.776 0.519 29.77 TITAN X (Pascal) python Aug 27, 2020 tominute
47 RTAT_format 0.652 0.763 0.545 7.65 Nvidia-2080 Python Nov 16, 2020 Flowerfan
48 SiamRCNN 0.649 0.728 0.597 2.79 1080 Ti Python Nov 09, 2019 voigtlaender
49 SiamBiAtt 0.644 0.750 0.556 67.03 RTX 2070 super Python Nov 17, 2021 Eddie
50 LEAST 0.642 0.738 0.531 31.04 Nvidia GTX 1080ti Python Jun 06, 2021 YoungYang
51 FCOT 0.640 0.763 0.517 47.15 RTX 2080ti python Jun 04, 2020 libron
52 GSC 0.640 0.747 0.538 12.70 P40 python Nov 10, 2020 bilylee
53 STransformer 0.639 0.753 0.550 48.77 2080 python Jul 21, 2021 laoyangkeaiduo
54 test_1 0.639 0.758 0.502 11.60 GTX1080 python Jan 17, 2020 huang
55 DCFST_Res50 0.638 0.753 0.498 37.82 TITAN X(pascal) pytorch Oct 18, 2019 noUmbrella
56 PrDimp50 0.636 0.739 0.529 3.66 K80 python Nov 23, 2020 ZoroCK
57 DTT 0.634 0.749 0.514 50.25 TITAN X (Pascal) python Mar 11, 2021 tominute
58 STMM_LSTM3 0.633 0.724 0.563 10.80 RTX3090 python Apr 17, 2022 Huang
59 TrFTB 0.627 0.728 0.512 20.98 3090 python Apr 06, 2022 Huiyiqianli
60 SiamGLA 0.560 0.677 0.399 57.10 1080Ti python Mar 09, 2022 dingguodong
61 SLT_SiamAtn 0.625 0.754 0.501 38.35 NVIDIA RTX A6000 PyTorch Jul 19, 2022 minjikim
62 mask_second 0.624 0.722 0.511 31.99 GTX1080Ti Python Feb 22, 2022 soarkey
63 SiamSTM 0.624 0.730 0.503 66.25 TITANV python Jan 29, 2021 zjphust
64 dnb 0.607 0.726 0.472 25.44 gtx 1080 python Dec 19, 2020 tominute
65 SLT_SRPNpp 0.621 0.749 0.490 63.49 NVIDIA RTX A6000 PyTorch Jul 19, 2022 minjikim
66 dmb_e11 0.621 0.707 0.525 12.51 1080ti python Oct 26, 2020 jaffe
67 dimpp 0.616 0.716 0.501 44.72 Titan_RTX pytroch Jan 05, 2021 iceskylake
68 prdimp_18 0.612 0.713 0.503 21.76 1080Ti Python Jun 28, 2021 JackTheWhite
69 DiMP50 0.611 0.717 0.492 34.05 Nvidia GTX-1050 Python Sep 02, 2019 goutamgmb
70 DCFST 0.610 0.716 0.463 50.65 TITAN X(Pascal), E5-2630 Pytorch Aug 24, 2019 noUmbrella
71 SiamEE 0.607 0.712 0.472 42.04 RTX 2080Ti Python Jul 19, 2022 LitterBite
72 siamfcppdcn 0.607 0.731 0.476 77.37 GTX1080ti python Mar 26, 2020 jaffe
73 GIFT 0.604 0.704 0.491 28.34 P100 Python May 20, 2021 xi961226
74 DRHSiamSERPN 0.604 0.726 0.472 75.45 RTX2080ti python Feb 21, 2022 Jackson
75 ATOM2 0.602 0.701 0.479 45.91 1080ti python Jun 14, 2019 wangxianhai
76 DMV50 0.601 0.695 0.492 31.55 Geforce RTX 2080Ti Python Mar 05, 2020 ghnam
77 SiamFTB 0.600 0.696 0.477 47.37 RTX3090 python Apr 24, 2022 Huiyiqianli
78 MobileTrackM 0.600 0.700 0.508 54.66 RTX2080Ti python Sep 29, 2021 YaqiLYU
79 secf_oriD 0.600 0.716 0.460 27.32 1080ti python Apr 25, 2020 jaffe
80 go_degat_car 0.583 0.685 0.457 33.16 RTX 3090 Python Apr 11, 2021 xzdogn
81 AFFT 0.595 0.699 0.472 11.75 RTX 2080 Python Apr 18, 2021 zsc886
82 DIT 0.595 0.704 0.440 53.46 2080Ti python Mar 14, 2020 diyuan
83 SiamUSC 0.575 0.697 0.410 45.44 GPU 1080TI PYTHON Jun 05, 2021 MJ_HQU
84 SIAMCAR 0.581 0.683 0.441 16.70 1070 Python Apr 11, 2021 daydayup
85 papersiamcar 0.579 0.677 0.437 17.70 RTX2080ti Python May 15, 2021 xi961226
86 SiamCAR_my 0.578 0.677 0.437 24.32 Intel i7 9750H + RTX2080 python Jun 30, 2021 mmyu
87 SiamCARpaper 0.569 0.670 0.415 17.21 RTX2080Ti python Oct 29, 2021 Huiyiqianli
88 SiamXZY 0.565 0.659 0.405 20.91 P100 Python Apr 24, 2021 xi961226
89 AFSN 0.558 0.659 0.413 39.06 GeForce GTX 1080Ti python Feb 26, 2021 TongtongYuan
90 ATOM18 0.556 0.634 0.402 20.71 Nvidia GTX-1050 Python Sep 02, 2019 goutamgmb
91 MobileTrackS 0.554 0.660 0.403 98.07 RTX2080Ti python Sep 30, 2021 YaqiLYU
92 ECO1 0.316 0.309 0.111 2.62 RTX 2080Ti python Apr 30, 2022 allrobots
93 ljhomework 0.532 0.623 0.402 22.62 PC python Jun 28, 2021 COEN24
94 SiamFCplus 0.526 0.625 0.347 186.29 1 RTX2080ti Python May 17, 2021 xi961226
95 PVTT 0.518 0.582 0.415 20.43 RTX3090 python May 04, 2022 MaoMHY
96 siamrpn_tp 0.517 0.615 0.329 3.18 1070 python Jun 09, 2019 triplepool
97 siamrpnr50 0.516 0.620 0.334 26.68 1080Ti python Jun 22, 2021 JackTheWhite
98 SPM 0.513 0.593 0.359 72.30 Titan Xp Python Sep 30, 2019 wgting96
99 CGACD 0.511 0.612 0.323 37.73 Tesla P100 python Mar 26, 2022 duqun
100 tracker_Znc 0.489 0.586 0.285 43.80 GTX 1080Ti python Jun 21, 2022 Tom_and_Jerry
101 SiamRPN_R18 0.483 0.581 0.270 97.55 GeForce GTX TITAN X Python Aug 28, 2019 wgting96
102 SLSNTRPN23 0.480 0.560 0.290 136.62 GTX1070 PYTHON Dec 04, 2020 Tsao
103 RPN_IOU 0.474 0.564 0.285 29.44 Nvidia GTX 1080Ti Python Dec 17, 2021 dasari4321
104 SiamRPN_A 0.463 0.549 0.253 74.46 GeForce GTX TITAN X Python Aug 28, 2019 wgting96
105 soft 0.458 0.547 0.209 39.84 Nvidia RTX 2080Ti Python Jul 05, 2020 ingenious_frog
106 SiamMask_EU 0.453 0.550 0.248 15.37 NVIDIA Tesla P100 Python Apr 09, 2020 JackieZhai
107 SRCRPN 0.451 0.528 0.212 43.54 Nvidia RTX 2080Ti Python Jul 31, 2020 ingenious_frog
108 THOR 0.447 0.538 0.204 1.00 RTX 2070 Python Oct 17, 2019 AHUWangXiao
109 DaSiamRPN 0.444 0.536 0.220 134.40 1 Titan RTX Python Aug 04, 2020 louisshen
110 SLSNTRPN13 0.441 0.529 0.228 144.64 3 GTX1070 PYTHON Dec 01, 2020 Tsao
111 FDSiamFC 0.350 0.381 0.106 180.73 2 i7 9700k RTX 2080Ti Python Jun 16, 2022 Conquerhuang
112 FDSiamd 0.440 0.516 0.161 131.10 i7 9700k RTX 3080Ti python Jun 16, 2022 Conquerhuang
113 gf 0.435 0.520 0.217 38.88 NVIDIA 3060Ti python May 31, 2022 guoff
114 AAADCF 0.427 0.467 0.138 3.61 RTX2080Ti GPU, i9 CPU Matlab Oct 31, 2020 GGBond
115 SARRPN 0.426 0.506 0.192 91.61 Nvidia RTX 2080Ti Python Aug 03, 2020 ingenious_frog
116 DaRPN 0.409 0.479 0.156 34.08 gpu:GTX1050Ti python Jun 16, 2021 melodylzd
117 DCANet 0.403 0.466 0.150 28.06 2080Ti pytorch Aug 26, 2020 doublefish2020
118 ESiamFC 0.381 0.435 0.132 26.36 E5-2697v3(ES) GTX 1070 Python May 05, 2021 Conquerhuang
119 DETAIL_v3 0.378 0.419 0.125 3.00 RTX 2080Ti Python Nov 10, 2020 Chandana
120 SiamFCv2 0.374 0.404 0.144 25.81 1 GeForce GTX Titan X MATLAB Dec 10, 2018 Official
121 SiamRPN_gt 0.367 0.425 0.103 47.10 GTX1080Ti python Jun 24, 2020 yanggg1997
122 VSINT 0.363 0.401 0.119 10.85 GPU TITAN X Python Oct 17, 2019 dgupta
123 siamfc_upd 0.360 0.399 0.124 15.86 1 gtx titan x python May 15, 2021 davidluciolu
124 SiamFC_my 0.356 0.394 0.119 3.80 Intel i7 9750H + RTX2080 python Jun 30, 2021 mmyu
125 aaifjsafaf 0.356 0.393 0.118 9.05 i5 matlab Jun 29, 2021 gotgot
126 GOT10kSIAM 0.355 0.390 0.118 32.17 RTX 2060 Python Jul 01, 2021 DouGang
127 GOT10k_SIAM 0.355 0.390 0.118 32.17 RTX 2060 Python Jul 01, 2021 DouGang
128 litttletrack 0.355 0.395 0.106 30.42 1080ti python Jun 03, 2019 tianlang
129 Vital_1 0.350 0.360 0.090 4.80 RTX 2080ti Python May 16, 2020 Chandana
130 SiamFCbycccc 0.331 0.368 0.110 10.52 2080ti python Jun 13, 2020 CCCC
131 MDNet_1 0.348 0.346 0.091 5.06 RTX 2080ti Python May 16, 2020 Chandana
132 SiamFC 0.348 0.353 0.098 44.15 1 GeForce GTX Titan X MATLAB Dec 10, 2018 Official
133 GOTURN 0.347 0.375 0.124 108.55 1 GeForce GTX Titan X Python Dec 10, 2018 Official
134 ws 0.346 0.383 0.106 123.97 RTX 2070S,R3 3300X python +pytorch Dec 14, 2020 ws20201214
135 Ball_IVT 0.341 0.339 0.077 3.56 RTX 2080ti Python May 30, 2020 Chandana
136 SiamFCccc 0.337 0.366 0.108 81.02 p100 python Mar 28, 2022 zhurongzhe
137 Vital_est 0.331 0.341 0.081 3.57 RTX 2080ti Python May 26, 2020 Chandana
138 CCOT 0.325 0.328 0.107 0.68 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
139 IVT_est 0.316 0.304 0.081 3.10 RTX 2080ti Python May 18, 2020 Chandana
140 ECO 0.316 0.309 0.111 2.62 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
141 CSRTrack 0.316 0.309 0.111 2.62 GeForce GTX 1080 Ti python Jul 02, 2022 Dynamic
142 CF2 0.315 0.297 0.088 5.57 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
143 IVT_modified 0.304 0.297 0.079 2.71 RTX 2080ti Python May 16, 2020 Chandana
144 MDNet 0.299 0.303 0.099 1.52 1 GeForce GTX Titan X Python Dec 10, 2018 Official
145 CFNetc2 0.293 0.265 0.087 35.62 1 GeForce GTX Titan X MATLAB Dec 10, 2018 Official
146 ECOhc 0.286 0.276 0.096 44.55 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
147 siamrpn_0613 0.276 0.278 0.056 122.90 titan v python Jun 13, 2021 chz
148 CFNetc5 0.270 0.225 0.072 24.88 1 GeForce GTX Titan X MATLAB Dec 10, 2018 Official
149 CFNetc1 0.261 0.243 0.084 38.48 1 GeForce GTX Titan X MATLAB Dec 10, 2018 Official
150 BACF 0.260 0.262 0.101 14.44 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
151 MEEM 0.253 0.235 0.068 20.59 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
152 DAT 0.251 0.242 0.048 45.52 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
153 DSST 0.247 0.223 0.081 18.25 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
154 SAMF 0.246 0.241 0.084 7.43 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
155 Staple 0.246 0.239 0.089 28.87 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
156 SRDCFdecon 0.237 0.220 0.094 2.89 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
157 SRDCF 0.236 0.227 0.094 5.58 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
158 fDSST 0.206 0.187 0.075 30.43 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
159 CSK 0.205 0.174 0.056 133.46 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
160 KCF 0.203 0.177 0.065 94.66 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
161 CSK_r1 0.202 0.169 0.056 17.96 CPU Python Dec 29, 2018 Chris
162 L1APG 0.181 0.174 0.068 13.06 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
163 LK 0.177 0.144 0.048 10.15 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
164 Info_Vital 0.156 0.100 0.024 1.59 RTX 2080 ti 12GB Python Apr 30, 2020 Chandana
165 IVT 0.128 0.084 0.023 71.29 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
166 kcf_tp 0.074 0.031 0.002 63.43 1070 python Jun 09, 2019 triplepool