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 RPT 0.682 2 0.803 2 0.583 8.84 1080Ti Python Aug 06, 2020 DH_Tracker
3 EH_SD 0.679 3 0.793 3 0.594 3 28.63 rtx2060 python Jun 24, 2020 skyshoumeng
4 SiamRCNN 0.649 0.728 0.597 2 2.79 1080 Ti Python Nov 09, 2019 voigtlaender
5 FCOT 0.640 0.763 0.517 47.15 RTX 2080ti python Jun 04, 2020 libron
6 test_1 0.639 0.758 0.502 11.60 GTX1080 python Jan 17, 2020 huang
7 DCFST_Res50 0.638 0.753 0.498 37.82 TITAN X(pascal) pytorch Oct 18, 2019 noUmbrella
8 DiMP50 0.611 0.717 0.492 34.05 Nvidia GTX-1050 Python Sep 02, 2019 goutamgmb
9 DCFST 0.610 0.716 0.463 50.65 TITAN X(Pascal), E5-2630 Pytorch Aug 24, 2019 noUmbrella
10 siamfcppdcn 0.607 0.731 0.476 77.37 GTX1080ti python Mar 26, 2020 jaffe
11 ATOM2 0.602 0.701 0.479 45.91 1080ti python Jun 14, 2019 wangxianhai
12 DMV50 0.601 0.695 0.492 31.55 Geforce RTX 2080Ti Python Mar 05, 2020 ghnam
13 jaffesa 0.600 0.723 0.469 79.96 GTX1080ti python Mar 24, 2020 jaffe
14 secf_oriD 0.600 0.716 0.460 27.32 1080ti python Apr 25, 2020 jaffe
15 DIT 0.595 0.704 0.440 53.46 2080Ti python Mar 14, 2020 diyuan
16 ATOM18 0.556 0.634 0.402 20.71 Nvidia GTX-1050 Python Sep 02, 2019 goutamgmb
17 siamrpn_tp 0.517 0.615 0.329 3.18 1070 python Jun 09, 2019 triplepool
18 SPM 0.513 0.593 0.359 72.30 Titan Xp Python Sep 30, 2019 wgting96
19 SiamRPN_R18 0.483 0.581 0.270 97.55 GeForce GTX TITAN X Python Aug 28, 2019 wgting96
20 SiamRPN_A 0.463 0.549 0.253 74.46 GeForce GTX TITAN X Python Aug 28, 2019 wgting96
21 RPN_IOU 0.453 0.546 0.195 18.66 Nvidia GTX 1080Ti Python Jan 30, 2020 dasari4321
22 soft 0.458 0.547 0.209 39.84 Nvidia RTX 2080Ti Python Jul 05, 2020 ingenious_frog
23 SiamMask_EU 0.453 0.550 0.248 15.37 NVIDIA Tesla P100 Python Apr 09, 2020 JackieZhai
24 SRCRPN 0.451 0.528 0.212 43.54 Nvidia RTX 2080Ti Python Jul 31, 2020 ingenious_frog
25 THOR 0.447 0.538 0.204 1.00 RTX 2070 Python Oct 17, 2019 AHUWangXiao
26 DaSiamRPN 0.444 0.536 0.220 134.40 1 1 Titan RTX Python Aug 04, 2020 louisshen
27 SARRPN 0.426 0.506 0.192 91.61 Nvidia RTX 2080Ti Python Aug 03, 2020 ingenious_frog
28 dnb 0.420 0.448 0.125 8.35 gtx 1080 python Jun 27, 2019 tominute
29 SiamFCv2 0.374 0.404 0.144 25.81 1 GeForce GTX Titan X MATLAB Dec 10, 2018 Official
30 SiamRPN_gt 0.367 0.425 0.103 47.10 GTX1080Ti python Jun 24, 2020 yanggg1997
31 VSINT 0.363 0.401 0.119 10.85 GPU TITAN X Python Oct 17, 2019 dgupta
32 litttletrack 0.355 0.395 0.106 30.42 1080ti python Jun 03, 2019 tianlang
33 Vital_1 0.350 0.360 0.090 4.80 RTX 2080ti Python May 16, 2020 Chandana
34 SiamFCbycccc 0.331 0.368 0.110 10.52 2080ti python Jun 13, 2020 CCCC
35 MDNet_1 0.348 0.346 0.091 5.06 RTX 2080ti Python May 16, 2020 Chandana
36 SiamFC 0.348 0.353 0.098 44.15 1 GeForce GTX Titan X MATLAB Dec 10, 2018 Official
37 GOTURN 0.347 0.375 0.124 108.55 3 1 GeForce GTX Titan X Python Dec 10, 2018 Official
38 Ball_IVT 0.341 0.339 0.077 3.56 RTX 2080ti Python May 30, 2020 Chandana
39 Vital_est 0.331 0.341 0.081 3.57 RTX 2080ti Python May 26, 2020 Chandana
40 CCOT 0.325 0.328 0.107 0.68 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
41 IVT_est 0.316 0.304 0.081 3.10 RTX 2080ti Python May 18, 2020 Chandana
42 ECO 0.316 0.309 0.111 2.62 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
43 CF2 0.315 0.297 0.088 5.57 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
44 IVT_modified 0.304 0.297 0.079 2.71 RTX 2080ti Python May 16, 2020 Chandana
45 MDNet 0.299 0.303 0.099 1.52 1 GeForce GTX Titan X Python Dec 10, 2018 Official
46 CFNetc2 0.293 0.265 0.087 35.62 1 GeForce GTX Titan X MATLAB Dec 10, 2018 Official
47 ECOhc 0.286 0.276 0.096 44.55 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
48 CFNetc5 0.270 0.225 0.072 24.88 1 GeForce GTX Titan X MATLAB Dec 10, 2018 Official
49 CFNetc1 0.261 0.243 0.084 38.48 1 GeForce GTX Titan X MATLAB Dec 10, 2018 Official
50 BACF 0.260 0.262 0.101 14.44 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
51 MEEM 0.253 0.235 0.068 20.59 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
52 DAT 0.251 0.242 0.048 45.52 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
53 DSST 0.247 0.223 0.081 18.25 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
54 SAMF 0.246 0.241 0.084 7.43 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
55 Staple 0.246 0.239 0.089 28.87 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
56 SRDCFdecon 0.237 0.220 0.094 2.89 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
57 SRDCF 0.236 0.227 0.094 5.58 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
58 fDSST 0.206 0.187 0.075 30.43 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
59 CSK 0.205 0.174 0.056 133.46 2 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
60 KCF 0.203 0.177 0.065 94.66 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
61 CSK_r1 0.202 0.169 0.056 17.96 CPU Python Dec 29, 2018 Chris
62 L1APG 0.181 0.174 0.068 13.06 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
63 LK 0.177 0.144 0.048 10.15 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
64 Info_Vital 0.156 0.100 0.024 1.59 RTX 2080 ti 12GB Python Apr 30, 2020 Chandana
65 IVT 0.128 0.084 0.023 71.29 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
66 kcf_tp 0.074 0.031 0.002 63.43 1070 python Jun 09, 2019 triplepool