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

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