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 0.597 2 0.708 1 0.452 2 51.46 TITAN X(Pascal), E5-2630 Pytorch Jul 24, 2019 noUmbrella
2 ATOM2 0.602 1 0.701 2 0.479 1 45.91 1080ti python Jun 14, 2019 wangxianhai
3 siamrpn_tp 0.517 3 0.615 3 0.329 3 3.18 1070 python Jun 09, 2019 triplepool
4 SiamFCv2 0.374 0.404 0.144 25.81 1 GeForce GTX Titan X MATLAB Dec 10, 2018 Official
5 litttletrack 0.355 0.395 0.106 30.42 1080ti python Jun 03, 2019 tianlang
6 SiamFC 0.348 0.353 0.098 44.15 1 GeForce GTX Titan X MATLAB Dec 10, 2018 Official
7 GOTURN 0.347 0.375 0.124 108.55 2 1 GeForce GTX Titan X Python Dec 10, 2018 Official
8 CCOT 0.325 0.328 0.107 0.68 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
9 ECO 0.316 0.309 0.111 2.62 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
10 CF2 0.315 0.297 0.088 5.57 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
11 MDNet 0.299 0.303 0.099 1.52 1 GeForce GTX Titan X Python Dec 10, 2018 Official
12 CFNetc2 0.293 0.265 0.087 35.62 1 GeForce GTX Titan X MATLAB Dec 10, 2018 Official
13 ECOhc 0.286 0.276 0.096 44.55 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
14 CFNetc5 0.270 0.225 0.072 24.88 1 GeForce GTX Titan X MATLAB Dec 10, 2018 Official
15 CFNetc1 0.261 0.243 0.084 38.48 1 GeForce GTX Titan X MATLAB Dec 10, 2018 Official
16 BACF 0.260 0.262 0.101 14.44 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
17 MEEM 0.253 0.235 0.068 20.59 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
18 DAT 0.251 0.242 0.048 45.52 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
19 DSST 0.247 0.223 0.081 18.25 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
20 SAMF 0.246 0.241 0.084 7.43 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
21 Staple 0.246 0.239 0.089 28.87 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
22 SRDCFdecon 0.237 0.220 0.094 2.89 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
23 SRDCF 0.236 0.227 0.094 5.58 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
24 fDSST 0.206 0.187 0.075 30.43 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
25 CSK 0.205 0.174 0.056 133.46 1 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
26 KCF 0.203 0.177 0.065 94.66 3 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
27 CSK_r1 0.202 0.169 0.056 17.96 CPU Python Dec 29, 2018 Chris
28 L1APG 0.181 0.174 0.068 13.06 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
29 LK 0.177 0.144 0.048 10.15 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
30 IVT 0.128 0.084 0.023 71.29 16 cores 2.0 GHz CPU MATLAB Dec 10, 2018 Official
31 kcf_tp 0.074 0.031 0.002 63.43 1070 python Jun 09, 2019 triplepool

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