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 SiamRCNN 0.649 1 0.728 0.597 1 2.79 1080 Ti Python Nov 09, 2019 voigtlaender
2 test_1 0.639 2 0.758 1 0.502 2 11.60 GTX1080 python Jan 17, 2020 huang
3 DCFST_Res50 0.638 3 0.753 2 0.498 3 37.82 TITAN X(pascal) pytorch Oct 18, 2019 noUmbrella
4 test_222 0.620 0.750 3 0.493 41.82 1080ti python Dec 03, 2019 libron
5 DiMP50 0.611 0.717 0.492 34.05 Nvidia GTX-1050 Python Sep 02, 2019 goutamgmb
6 DCFST 0.610 0.716 0.463 50.65 TITAN X(Pascal), E5-2630 Pytorch Aug 24, 2019 noUmbrella
7 bio_simit 0.606 0.711 0.477 27.60 1080 python Dec 14, 2019 skyshoumeng
8 ATOM2 0.602 0.701 0.479 45.91 1080ti python Jun 14, 2019 wangxianhai
9 ATOM18 0.556 0.634 0.402 20.71 Nvidia GTX-1050 Python Sep 02, 2019 goutamgmb
10 siamrpn_tp 0.517 0.615 0.329 3.18 1070 python Jun 09, 2019 triplepool
11 SPM 0.513 0.593 0.359 72.30 Titan Xp Python Sep 30, 2019 wgting96
12 SiamRPN_R18 0.483 0.581 0.270 97.55 3 GeForce GTX TITAN X Python Aug 28, 2019 wgting96
13 SiamRPN_A 0.463 0.549 0.253 74.46 GeForce GTX TITAN X Python Aug 28, 2019 wgting96
14 RPN_IOU 0.459 0.558 0.220 10.61 Nvidia GTX 1080Ti Python Dec 31, 2019 dasari4321
15 THOR 0.447 0.538 0.204 1.00 RTX 2070 Python Oct 17, 2019 AHUWangXiao
16 dnb 0.420 0.448 0.125 8.35 gtx 1080 python Jun 27, 2019 tominute
17 SiamFCv2 0.374 0.404 0.144 25.81 1 GeForce GTX Titan X MATLAB Dec 10, 2018 Official
18 VSINT 0.363 0.401 0.119 10.85 GPU TITAN X Python Oct 17, 2019 dgupta
19 litttletrack 0.355 0.395 0.106 30.42 1080ti python Jun 03, 2019 tianlang
20 SiamFC 0.348 0.353 0.098 44.15 1 GeForce GTX Titan X MATLAB Dec 10, 2018 Official
21 GOTURN 0.347 0.375 0.124 108.55 2 1 GeForce GTX Titan X Python Dec 10, 2018 Official
22 CCOT 0.325 0.328 0.107 0.68 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
23 ECO 0.316 0.309 0.111 2.62 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
24 CF2 0.315 0.297 0.088 5.57 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
25 MDNet 0.299 0.303 0.099 1.52 1 GeForce GTX Titan X Python Dec 10, 2018 Official
26 CFNetc2 0.293 0.265 0.087 35.62 1 GeForce GTX Titan X MATLAB Dec 10, 2018 Official
27 ECOhc 0.286 0.276 0.096 44.55 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
28 CFNetc5 0.270 0.225 0.072 24.88 1 GeForce GTX Titan X MATLAB Dec 10, 2018 Official
29 CFNetc1 0.261 0.243 0.084 38.48 1 GeForce GTX Titan X MATLAB Dec 10, 2018 Official
30 BACF 0.260 0.262 0.101 14.44 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
31 MEEM 0.253 0.235 0.068 20.59 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
32 DAT 0.251 0.242 0.048 45.52 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
33 DSST 0.247 0.223 0.081 18.25 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
34 SAMF 0.246 0.241 0.084 7.43 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
35 Staple 0.246 0.239 0.089 28.87 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
36 SRDCFdecon 0.237 0.220 0.094 2.89 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
37 SRDCF 0.236 0.227 0.094 5.58 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
38 fDSST 0.206 0.187 0.075 30.43 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
39 CSK 0.205 0.174 0.056 133.46 1 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
40 KCF 0.203 0.177 0.065 94.66 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
41 CSK_r1 0.202 0.169 0.056 17.96 CPU Python Dec 29, 2018 Chris
42 L1APG 0.181 0.174 0.068 13.06 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
43 LK 0.177 0.144 0.048 10.15 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
44 IVT 0.128 0.084 0.023 71.29 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
45 kcf_tp 0.074 0.031 0.002 63.43 1070 python Jun 09, 2019 triplepool