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 DIM 0.697 1 0.816 1 0.609 1 23.02 V100 Python Jun 25, 2020 iminfine
2 EH_SD 0.691 2 0.812 2 0.608 2 22.67 rtx2060 python Sep 17, 2020 skyshoumeng
3 RPT 0.682 3 0.803 3 0.583 8.84 1080Ti Python Aug 06, 2020 DH_Tracker
4 DOPNet 0.653 0.776 0.519 29.77 TITAN X (Pascal) python Aug 27, 2020 tominute
5 SiamRCNN 0.649 0.728 0.597 3 2.79 1080 Ti Python Nov 09, 2019 voigtlaender
6 FCOT 0.640 0.763 0.517 47.15 RTX 2080ti python Jun 04, 2020 libron
7 test_1 0.639 0.758 0.502 11.60 GTX1080 python Jan 17, 2020 huang
8 DCFST_Res50 0.638 0.753 0.498 37.82 TITAN X(pascal) pytorch Oct 18, 2019 noUmbrella
9 DiMP50 0.611 0.717 0.492 34.05 Nvidia GTX-1050 Python Sep 02, 2019 goutamgmb
10 DCFST 0.610 0.716 0.463 50.65 TITAN X(Pascal), E5-2630 Pytorch Aug 24, 2019 noUmbrella
11 siamfcppdcn 0.607 0.731 0.476 77.37 GTX1080ti python Mar 26, 2020 jaffe
12 ATOM2 0.602 0.701 0.479 45.91 1080ti python Jun 14, 2019 wangxianhai
13 DMV50 0.601 0.695 0.492 31.55 Geforce RTX 2080Ti Python Mar 05, 2020 ghnam
14 jaffesa 0.600 0.723 0.469 79.96 GTX1080ti python Mar 24, 2020 jaffe
15 secf_oriD 0.600 0.716 0.460 27.32 1080ti python Apr 25, 2020 jaffe
16 DIT 0.595 0.704 0.440 53.46 2080Ti python Mar 14, 2020 diyuan
17 ATOM18 0.556 0.634 0.402 20.71 Nvidia GTX-1050 Python Sep 02, 2019 goutamgmb
18 siamrpn_tp 0.517 0.615 0.329 3.18 1070 python Jun 09, 2019 triplepool
19 SPM 0.513 0.593 0.359 72.30 Titan Xp Python Sep 30, 2019 wgting96
20 SiamRPN_R18 0.483 0.581 0.270 97.55 GeForce GTX TITAN X Python Aug 28, 2019 wgting96
21 SiamRPN_A 0.463 0.549 0.253 74.46 GeForce GTX TITAN X Python Aug 28, 2019 wgting96
22 RPN_IOU 0.453 0.546 0.195 18.66 Nvidia GTX 1080Ti Python Jan 30, 2020 dasari4321
23 soft 0.458 0.547 0.209 39.84 Nvidia RTX 2080Ti Python Jul 05, 2020 ingenious_frog
24 SiamMask_EU 0.453 0.550 0.248 15.37 NVIDIA Tesla P100 Python Apr 09, 2020 JackieZhai
25 SRCRPN 0.451 0.528 0.212 43.54 Nvidia RTX 2080Ti Python Jul 31, 2020 ingenious_frog
26 THOR 0.447 0.538 0.204 1.00 RTX 2070 Python Oct 17, 2019 AHUWangXiao
27 DaSiamRPN 0.444 0.536 0.220 134.40 1 1 Titan RTX Python Aug 04, 2020 louisshen
28 SARRPN 0.426 0.506 0.192 91.61 Nvidia RTX 2080Ti Python Aug 03, 2020 ingenious_frog
29 dnb 0.420 0.448 0.125 8.35 gtx 1080 python Jun 27, 2019 tominute
30 DCANet 0.403 0.466 0.150 28.06 2080Ti pytorch Aug 26, 2020 doublefish2020
31 SiamFCv2 0.374 0.404 0.144 25.81 1 GeForce GTX Titan X MATLAB Dec 10, 2018 Official
32 SiamRPN_gt 0.367 0.425 0.103 47.10 GTX1080Ti python Jun 24, 2020 yanggg1997
33 VSINT 0.363 0.401 0.119 10.85 GPU TITAN X Python Oct 17, 2019 dgupta
34 litttletrack 0.355 0.395 0.106 30.42 1080ti python Jun 03, 2019 tianlang
35 Vital_1 0.350 0.360 0.090 4.80 RTX 2080ti Python May 16, 2020 Chandana
36 SiamFCbycccc 0.331 0.368 0.110 10.52 2080ti python Jun 13, 2020 CCCC
37 MDNet_1 0.348 0.346 0.091 5.06 RTX 2080ti Python May 16, 2020 Chandana
38 SiamFC 0.348 0.353 0.098 44.15 1 GeForce GTX Titan X MATLAB Dec 10, 2018 Official
39 GOTURN 0.347 0.375 0.124 108.55 3 1 GeForce GTX Titan X Python Dec 10, 2018 Official
40 Ball_IVT 0.341 0.339 0.077 3.56 RTX 2080ti Python May 30, 2020 Chandana
41 Vital_est 0.331 0.341 0.081 3.57 RTX 2080ti Python May 26, 2020 Chandana
42 CCOT 0.325 0.328 0.107 0.68 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
43 IVT_est 0.316 0.304 0.081 3.10 RTX 2080ti Python May 18, 2020 Chandana
44 ECO 0.316 0.309 0.111 2.62 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
45 CF2 0.315 0.297 0.088 5.57 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
46 IVT_modified 0.304 0.297 0.079 2.71 RTX 2080ti Python May 16, 2020 Chandana
47 MDNet 0.299 0.303 0.099 1.52 1 GeForce GTX Titan X Python Dec 10, 2018 Official
48 CFNetc2 0.293 0.265 0.087 35.62 1 GeForce GTX Titan X MATLAB Dec 10, 2018 Official
49 ECOhc 0.286 0.276 0.096 44.55 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
50 CFNetc5 0.270 0.225 0.072 24.88 1 GeForce GTX Titan X MATLAB Dec 10, 2018 Official
51 CFNetc1 0.261 0.243 0.084 38.48 1 GeForce GTX Titan X MATLAB Dec 10, 2018 Official
52 BACF 0.260 0.262 0.101 14.44 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
53 MEEM 0.253 0.235 0.068 20.59 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
54 DAT 0.251 0.242 0.048 45.52 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
55 DSST 0.247 0.223 0.081 18.25 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
56 SAMF 0.246 0.241 0.084 7.43 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
57 Staple 0.246 0.239 0.089 28.87 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
58 SRDCFdecon 0.237 0.220 0.094 2.89 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
59 SRDCF 0.236 0.227 0.094 5.58 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
60 fDSST 0.206 0.187 0.075 30.43 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
61 CSK 0.205 0.174 0.056 133.46 2 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
62 KCF 0.203 0.177 0.065 94.66 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
63 CSK_r1 0.202 0.169 0.056 17.96 CPU Python Dec 29, 2018 Chris
64 L1APG 0.181 0.174 0.068 13.06 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
65 LK 0.177 0.144 0.048 10.15 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
66 Info_Vital 0.156 0.100 0.024 1.59 RTX 2080 ti 12GB Python Apr 30, 2020 Chandana
67 IVT 0.128 0.084 0.023 71.29 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
68 kcf_tp 0.074 0.031 0.002 63.43 1070 python Jun 09, 2019 triplepool