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 garbage 0.812 1 0.899 1 0.806 1 9.68 3090 Python May 21, 2023 Alexander
2 MITS_GOT 0.804 2 0.898 3 0.758 20.00 Nvidia RTX 3090 Python Mar 16, 2023 Yux
3 TATrack_L 0.799 3 0.899 2 0.792 3 4.29 A100 python Nov 21, 2022 gxnu_hekaijie
4 AR_L_384 0.796 0.882 0.800 2 1.92 a6000 Python Nov 18, 2022 AlexanderHam
5 MATrack_320 0.785 0.889 0.781 9.44 RTX 2080Ti python Feb 06, 2023 relay
6 TATrack_hkj 0.785 0.878 0.770 14.27 A100 python Sep 22, 2022 gxnu_hekaijie
7 AR_L_384_Got 0.785 0.874 0.778 6.98 a6000 Python Nov 18, 2022 AlexanderHam
8 MixViT 0.780 0.873 0.787 15.91 RTX 8000 python Aug 12, 2022 libron
9 MATrack_256 0.779 0.886 0.776 32.34 RTX 2080Ti python Dec 12, 2022 relay
10 OSTrack 0.775 0.876 0.764 6.60 RTX 2080Ti Python May 05, 2022 Absurd
11 NeighborOST 0.757 0.857 0.733 2.99 RTX 2080TI python Nov 14, 2022 franktpmvu
12 MixViT_GOT 0.757 0.853 0.751 3.65 RTX 8000 python Aug 12, 2022 libron
13 Green256_GOT 0.757 0.863 0.729 62.06 2080 python Feb 28, 2023 TsingWei
14 TSMtrack 0.756 0.863 0.715 48.63 RTX2060s python Nov 20, 2021 TSM
15 MixFormer 0.756 0.857 0.728 15.27 1080Ti python Nov 19, 2021 libron
16 Trsnst_all 0.751 0.858 0.713 41.04 RTX3060 python Jan 05, 2022 Richard
17 TransT_M 0.749 0.862 0.708 39.27 2080Ti python Oct 22, 2021 CHENXIN
18 SMFMFE 0.747 0.866 0.709 32.85 Geforce GTX 1080 Ti Python Jan 19, 2021 Allen
19 qspin 0.747 0.842 0.716 44.00 3060 py May 30, 2022 llz
20 NeighborOSTG 0.745 0.843 0.715 4.08 RTX 2080TI python Nov 14, 2022 franktpmvu
21 Ainnovation 0.735 0.848 0.699 26.28 rtx python Jan 15, 2021 ainnovation
22 C_DTT 0.731 0.844 0.684 26.08 TITAN X (Pascal) python Dec 16, 2021 tominute
23 mcc 0.727 0.837 0.681 26.48 A40 Python May 29, 2021 myy
24 TransOpt 0.727 0.837 0.681 26.48 Nvidia RTX 3060 Python Sep 04, 2022 Clock_Cycle
25 MixViT_B_GOT 0.725 0.824 0.699 2.53 RTX 2080ti python Aug 23, 2022 libron
26 TransT 0.723 0.824 0.682 47.27 RTX-TITAN python Mar 19, 2021 CHENXIN
27 SuperTracker 0.633 0.719 0.575 36.21 NVIDIA GTX1080Ti Python Sep 05, 2022 SeiFuu
28 ComFormer_s 0.719 0.824 0.678 13.42 2080 python Mar 08, 2023 DawnLi
29 SpTT 0.717 0.825 0.685 47.07 RTX2080Ti Python Feb 18, 2023 satomi30
30 TSMtrack_got 0.713 0.817 0.653 47.04 RTX2060s python Feb 10, 2022 TSM
31 osg 0.710 0.800 0.669 7.07 3090 Python Aug 08, 2022 soarkey
32 MSFormer 0.709 0.798 0.684 12.17 GeForce RTX 2080 TI Python Jul 24, 2022 s90210jacklen
33 cct 0.706 0.808 0.658 19.03 3090 python Feb 10, 2023 shanzha
34 SPACE 0.704 0.790 0.657 6.46 GTX 1080Ti Python Mar 10, 2022 caoyifei
35 TransT_dimp 0.703 0.803 0.639 30.85 RTX3060 python Jan 07, 2022 Richard
36 TransTN2 0.699 0.801 0.659 65.59 RTX-TITAN python Mar 20, 2021 CHENXIN
37 DIM 0.697 0.816 0.609 23.02 V100 Python Jun 25, 2020 iminfine
38 ComFormerp 0.695 0.802 0.654 19.27 2080 Python Feb 22, 2023 DawnLi
39 EH_SD 0.691 0.812 0.608 22.67 rtx2060 python Sep 17, 2020 skyshoumeng
40 FEAST 0.688 0.802 0.608 14.72 Nvidia GTX 1080ti Python Mar 02, 2022 YoungYang
41 TrDiMP 0.688 0.805 0.597 11.80 1080Ti Pytorch Mar 15, 2021 random
42 SpT1 0.687 0.786 0.630 54.01 single GPU RTX3090 python Mar 24, 2023 wangke
43 kakt 0.686 0.798 0.612 8.41 NVIDIA2080TI python Mar 20, 2022 WangHao
44 RSD 0.685 0.803 0.601 8.34 rtx 2080ti python Jun 13, 2021 yabinzhu
45 RPT 0.682 0.803 0.583 8.84 1080Ti Python Jan 13, 2021 DH_Tracker
46 DOPNet_s 0.682 0.805 0.585 9.33 TITAN X (Pascal) python Oct 08, 2020 tominute
47 IAT 0.682 0.805 0.592 25.02 Titan RTX python Jan 09, 2021 yyyxxxqqq
48 FDRT 0.681 0.775 0.619 72.07 rtx3060 python Mar 16, 2023 wangqinghui
49 CSBDCF 0.680 0.794 0.598 6.33 Titan XP GPU Python Oct 15, 2020 KU3029
50 temp2toke_B 0.663 0.775 0.581 37.21 3080ti python Apr 22, 2022 llz
51 DPET 0.679 0.777 0.600 25.30 GTX1080Ti Python Feb 27, 2023 Yang428
52 gf 0.656 0.748 0.606 37.88 NVIDIA 3060Ti python Dec 30, 2022 guoff
53 jaffesa 0.524 0.626 0.360 24.36 GTX1080ti python Jul 17, 2022 jaffe
54 only_test 0.662 0.762 0.599 18.44 GTX3090 python Aug 31, 2021 jackjack
55 SLT_TrDiMP_ 0.675 0.788 0.587 18.42 NVIDIA RTX A6000 PyTorch Jul 19, 2022 minjikim
56 SLT_TransT_ 0.675 0.765 0.603 17.42 NVIDIA RTX A6000 PyTorch Jul 19, 2022 minjikim
57 TrackerVDT 0.674 0.757 0.598 5.54 A100 PyTorch Dec 05, 2022 hoangdinhthang
58 TrSiam 0.673 0.787 0.586 13.65 1080Ti Pytorch Mar 15, 2021 random
59 TREG 0.672 0.786 0.569 24.31 RTX 2080ti python Apr 02, 2021 libron
60 SiAMGAT 0.671 0.787 0.589 57.90 2080Ti Python Jun 14, 2022 daydayup
61 STA 0.671 0.777 0.583 14.46 GTX 1080Ti Python Nov 06, 2021 caoyifei
62 pos970 0.668 0.766 0.603 14.62 3080 python Sep 08, 2021 jackjack
63 BROST 0.667 0.769 0.573 20.02 Nvidia GTX 1080ti Python Sep 26, 2021 YoungYang
64 JCAT 0.666 0.763 0.557 27.04 Nvidia GTX 1080ti Python Dec 04, 2021 YoungYang
65 SuperDimp 0.661 0.772 0.587 14.72 1080Ti PyTorch Jun 28, 2021 JackTheWhite
66 VitCRT 0.656 0.750 0.598 18.45 Nvidia Tesla V100 python Apr 01, 2022 EmanuelOverflow
67 OUTM 0.654 0.747 0.535 25.32 GTX 1080 python May 31, 2021 zhangqingsong
68 ASEID42mean5 0.654 0.787 0.534 5.34 2080 python Feb 26, 2021 DanielLee
69 DOPNet 0.653 0.776 0.519 29.77 TITAN X (Pascal) python Aug 27, 2020 tominute
70 RTAT_format 0.652 0.763 0.545 7.65 Nvidia-2080 Python Nov 16, 2020 Flowerfan
71 SiamRCNN 0.649 0.728 0.597 2.79 1080 Ti Python Nov 09, 2019 voigtlaender
72 SiamBC 0.647 0.751 0.534 30.76 GTX 1080TI Python Sep 05, 2022 soarkey
73 SiamBiAtt 0.644 0.750 0.556 67.03 RTX 2070 super Python Nov 17, 2021 Eddie
74 LEAST 0.642 0.738 0.531 31.04 Nvidia GTX 1080ti Python Jun 06, 2021 YoungYang
75 FCOT 0.640 0.763 0.517 47.15 RTX 2080ti python Jun 04, 2020 libron
76 GSC 0.640 0.747 0.538 12.70 P40 python Nov 10, 2020 bilylee
77 STransformer 0.639 0.753 0.550 48.77 2080 python Jul 21, 2021 laoyangkeaiduo
78 test_1 0.639 0.758 0.502 11.60 GTX1080 python Jan 17, 2020 huang
79 DCFST_Res50 0.638 0.753 0.498 37.82 TITAN X(pascal) pytorch Oct 18, 2019 noUmbrella
80 PrDimp50 0.636 0.739 0.529 3.66 K80 python Nov 23, 2020 ZoroCK
81 SiamFTB 0.635 0.738 0.510 60.63 RTX3090 python Jan 15, 2023 Huiyiqianli
82 DTT 0.634 0.749 0.514 50.25 TITAN X (Pascal) python Mar 11, 2021 tominute
83 STMM_LSTM3 0.633 0.724 0.563 10.80 RTX3090 python Apr 17, 2022 Huang
84 TrFTB 0.627 0.728 0.512 20.98 3090 python Apr 06, 2022 Huiyiqianli
85 SiamGLA 0.560 0.677 0.399 57.10 1080Ti python Mar 09, 2022 dingguodong
86 SLT_SiamAtn 0.625 0.754 0.501 38.35 NVIDIA RTX A6000 PyTorch Jul 19, 2022 minjikim
87 mask_second 0.624 0.722 0.511 31.99 GTX1080Ti Python Feb 22, 2022 soarkey
88 SiamSTM 0.624 0.730 0.503 66.25 TITANV python Jan 29, 2021 zjphust
89 dnb 0.607 0.726 0.472 25.44 gtx 1080 python Dec 19, 2020 tominute
90 SLT_SRPNpp 0.621 0.749 0.490 63.49 NVIDIA RTX A6000 PyTorch Jul 19, 2022 minjikim
91 dmb_e11 0.621 0.707 0.525 12.51 1080ti python Oct 26, 2020 jaffe
92 dimpp 0.616 0.716 0.501 44.72 Titan_RTX pytroch Jan 05, 2021 iceskylake
93 prdimp_18 0.612 0.713 0.503 21.76 1080Ti Python Jun 28, 2021 JackTheWhite
94 Lyw 0.581 0.685 0.444 36.19 RTX3080 python Feb 02, 2023 Rkj12345
95 DiMP50 0.611 0.717 0.492 34.05 Nvidia GTX-1050 Python Sep 02, 2019 goutamgmb
96 DCFST 0.610 0.716 0.463 50.65 TITAN X(Pascal), E5-2630 Pytorch Aug 24, 2019 noUmbrella
97 SiamEE 0.607 0.712 0.472 42.04 RTX 2080Ti Python Jul 19, 2022 LitterBite
98 siamfcppdcn 0.607 0.731 0.476 77.37 GTX1080ti python Mar 26, 2020 jaffe
99 GIFT 0.604 0.704 0.491 28.34 P100 Python May 20, 2021 xi961226
100 DRHSiamSERPN 0.604 0.726 0.472 75.45 RTX2080ti python Feb 21, 2022 Jackson
101 ATOM2 0.602 0.701 0.479 45.91 1080ti python Jun 14, 2019 wangxianhai
102 DMV50 0.601 0.695 0.492 31.55 Geforce RTX 2080Ti Python Mar 05, 2020 ghnam
103 MobileTrackM 0.600 0.700 0.508 54.66 RTX2080Ti python Sep 29, 2021 YaqiLYU
104 secf_oriD 0.600 0.716 0.460 27.32 1080ti python Apr 25, 2020 jaffe
105 go_degat_car 0.583 0.685 0.457 33.16 RTX 3090 Python Apr 11, 2021 xzdogn
106 AFFT 0.595 0.699 0.472 11.75 RTX 2080 Python Apr 18, 2021 zsc886
107 DIT 0.595 0.704 0.440 53.46 2080Ti python Mar 14, 2020 diyuan
108 SiamUSC 0.575 0.697 0.410 45.44 GPU 1080TI PYTHON Jun 05, 2021 MJ_HQU
109 SIAMCAR 0.581 0.683 0.441 16.70 1070 Python Apr 11, 2021 daydayup
110 papersiamcar 0.579 0.677 0.437 17.70 RTX2080ti Python May 15, 2021 xi961226
111 SiamCAR_my 0.578 0.677 0.437 24.32 Intel i7 9750H + RTX2080 python Jun 30, 2021 mmyu
112 litttletrack 0.572 0.688 0.456 61.28 1080ti python Sep 16, 2022 tianlang
113 SiamCARpaper 0.569 0.670 0.415 17.21 RTX2080Ti python Oct 29, 2021 Huiyiqianli
114 SiamXZY 0.565 0.659 0.405 20.91 P100 Python Apr 24, 2021 xi961226
115 AFSN 0.558 0.659 0.413 39.06 GeForce GTX 1080Ti python Feb 26, 2021 TongtongYuan
116 ATOM18 0.556 0.634 0.402 20.71 Nvidia GTX-1050 Python Sep 02, 2019 goutamgmb
117 MobileTrackS 0.554 0.660 0.403 98.07 RTX2080Ti python Sep 30, 2021 YaqiLYU
118 ECO1 0.316 0.309 0.111 2.62 RTX 2080Ti python Apr 30, 2022 allrobots
119 ljhomework 0.532 0.623 0.402 22.62 PC python Jun 28, 2021 COEN24
120 SiamFCplus 0.526 0.625 0.347 186.29 1 RTX2080ti Python May 17, 2021 xi961226
121 PVTT 0.518 0.582 0.415 20.43 RTX3090 python May 04, 2022 MaoMHY
122 siamrpn_tp 0.517 0.615 0.329 3.18 1070 python Jun 09, 2019 triplepool
123 siamrpnr50 0.516 0.620 0.334 26.68 1080Ti python Jun 22, 2021 JackTheWhite
124 SPM 0.513 0.593 0.359 72.30 Titan Xp Python Sep 30, 2019 wgting96
125 CGACD 0.511 0.612 0.323 37.73 Tesla P100 python Mar 26, 2022 duqun
126 tracker_Znc 0.489 0.586 0.285 43.80 GTX 1080Ti python Jun 21, 2022 Tom_and_Jerry
127 SiamRPN_R18 0.483 0.581 0.270 97.55 GeForce GTX TITAN X Python Aug 28, 2019 wgting96
128 SLSNTRPN23 0.480 0.560 0.290 136.62 GTX1070 PYTHON Dec 04, 2020 Tsao
129 RPN_IOU 0.474 0.564 0.285 29.44 Nvidia GTX 1080Ti Python Dec 17, 2021 dasari4321
130 SiamRPN_A 0.463 0.549 0.253 74.46 GeForce GTX TITAN X Python Aug 28, 2019 wgting96
131 soft 0.458 0.547 0.209 39.84 Nvidia RTX 2080Ti Python Jul 05, 2020 ingenious_frog
132 SiamMask_EU 0.453 0.550 0.248 15.37 NVIDIA Tesla P100 Python Apr 09, 2020 JackieZhai
133 SRCRPN 0.451 0.528 0.212 43.54 Nvidia RTX 2080Ti Python Jul 31, 2020 ingenious_frog
134 THOR 0.447 0.538 0.204 1.00 RTX 2070 Python Oct 17, 2019 AHUWangXiao
135 DaSiamRPN 0.444 0.536 0.220 134.40 1 Titan RTX Python Aug 04, 2020 louisshen
136 SLSNTRPN13 0.441 0.529 0.228 144.64 3 GTX1070 PYTHON Dec 01, 2020 Tsao
137 FDSiamFC 0.350 0.381 0.106 180.73 2 i7 9700k RTX 2080Ti Python Jun 16, 2022 Conquerhuang
138 FDSiamd 0.440 0.516 0.161 131.10 i7 9700k RTX 3080Ti python Jun 16, 2022 Conquerhuang
139 AAADCF 0.427 0.467 0.138 3.61 RTX2080Ti GPU, i9 CPU Matlab Oct 31, 2020 GGBond
140 SARRPN 0.426 0.506 0.192 91.61 Nvidia RTX 2080Ti Python Aug 03, 2020 ingenious_frog
141 coco_e17 0.413 0.464 0.109 38.69 DELL Python Sep 06, 2022 kjungy
142 DaRPN 0.409 0.479 0.156 34.08 gpu:GTX1050Ti python Jun 16, 2021 melodylzd
143 DCANet 0.403 0.466 0.150 28.06 2080Ti pytorch Aug 26, 2020 doublefish2020
144 ESiamFC 0.381 0.435 0.132 26.36 E5-2697v3(ES) GTX 1070 Python May 05, 2021 Conquerhuang
145 DETAIL_v3 0.378 0.419 0.125 3.00 RTX 2080Ti Python Nov 10, 2020 Chandana
146 SiamFCv2 0.374 0.404 0.144 25.81 1 GeForce GTX Titan X MATLAB Dec 10, 2018 Official
147 SiamRPN_gt 0.367 0.425 0.103 47.10 GTX1080Ti python Jun 24, 2020 yanggg1997
148 VSINT 0.363 0.401 0.119 10.85 GPU TITAN X Python Oct 17, 2019 dgupta
149 siamfc_upd 0.360 0.399 0.124 15.86 1 gtx titan x python May 15, 2021 davidluciolu
150 SiamFC_my 0.356 0.394 0.119 3.80 Intel i7 9750H + RTX2080 python Jun 30, 2021 mmyu
151 aaifjsafaf 0.356 0.393 0.118 9.05 i5 matlab Jun 29, 2021 gotgot
152 GOT10kSIAM 0.355 0.390 0.118 32.17 RTX 2060 Python Jul 01, 2021 DouGang
153 GOT10k_SIAM 0.355 0.390 0.118 32.17 RTX 2060 Python Jul 01, 2021 DouGang
154 Vital_1 0.350 0.360 0.090 4.80 RTX 2080ti Python May 16, 2020 Chandana
155 SiamFCbycccc 0.331 0.368 0.110 10.52 2080ti python Jun 13, 2020 CCCC
156 MDNet_1 0.348 0.346 0.091 5.06 RTX 2080ti Python May 16, 2020 Chandana
157 SiamFC 0.348 0.353 0.098 44.15 1 GeForce GTX Titan X MATLAB Dec 10, 2018 Official
158 GOTURN 0.347 0.375 0.124 108.55 1 GeForce GTX Titan X Python Dec 10, 2018 Official
159 ws 0.346 0.383 0.106 123.97 RTX 2070S,R3 3300X python +pytorch Dec 14, 2020 ws20201214
160 Ball_IVT 0.341 0.339 0.077 3.56 RTX 2080ti Python May 30, 2020 Chandana
161 SiamFCccc 0.337 0.366 0.108 81.02 p100 python Mar 28, 2022 zhurongzhe
162 Vital_est 0.331 0.341 0.081 3.57 RTX 2080ti Python May 26, 2020 Chandana
163 CCOT 0.325 0.328 0.107 0.68 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
164 IVT_est 0.316 0.304 0.081 3.10 RTX 2080ti Python May 18, 2020 Chandana
165 ECO 0.316 0.309 0.111 2.62 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
166 CSRTrack 0.316 0.309 0.111 2.62 GeForce GTX 1080 Ti python Jul 02, 2022 Dynamic
167 CF2 0.315 0.297 0.088 5.57 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
168 IVT_modified 0.304 0.297 0.079 2.71 RTX 2080ti Python May 16, 2020 Chandana
169 MDNet 0.299 0.303 0.099 1.52 1 GeForce GTX Titan X Python Dec 10, 2018 Official
170 CFNetc2 0.293 0.265 0.087 35.62 1 GeForce GTX Titan X MATLAB Dec 10, 2018 Official
171 ECOhc 0.286 0.276 0.096 44.55 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
172 siamrpn_0613 0.276 0.278 0.056 122.90 titan v python Jun 13, 2021 chz
173 CFNetc5 0.270 0.225 0.072 24.88 1 GeForce GTX Titan X MATLAB Dec 10, 2018 Official
174 CFNetc1 0.261 0.243 0.084 38.48 1 GeForce GTX Titan X MATLAB Dec 10, 2018 Official
175 BACF 0.260 0.262 0.101 14.44 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
176 MEEM 0.253 0.235 0.068 20.59 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
177 DAT 0.251 0.242 0.048 45.52 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
178 DSST 0.247 0.223 0.081 18.25 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
179 SAMF 0.246 0.241 0.084 7.43 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
180 Staple 0.246 0.239 0.089 28.87 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
181 SRDCFdecon 0.237 0.220 0.094 2.89 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
182 SRDCF 0.236 0.227 0.094 5.58 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
183 fDSST 0.206 0.187 0.075 30.43 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
184 CSK 0.205 0.174 0.056 133.46 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
185 KCF 0.203 0.177 0.065 94.66 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
186 CSK_r1 0.202 0.169 0.056 17.96 CPU Python Dec 29, 2018 Chris
187 L1APG 0.181 0.174 0.068 13.06 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
188 LK 0.177 0.144 0.048 10.15 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
189 MSSiamCAR 0.177 0.144 0.048 10.15 RTX3090 python Dec 13, 2022 YongjianShang
190 Info_Vital 0.156 0.100 0.024 1.59 RTX 2080 ti 12GB Python Apr 30, 2020 Chandana
191 IVT 0.128 0.084 0.023 71.29 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
192 kcf_tp 0.074 0.031 0.002 63.43 1070 python Jun 09, 2019 triplepool