About MIND
MIcrosoft News Dataset (MIND) is a large-scale dataset for news recommendation research. It was collected from anonymized behavior logs of Microsoft News website. The mission of MIND is to serve as a benchmark dataset for news recommendation and facilitate the research in news recommendation and recommender systems area.
MIND contains about 160k English news articles and more than 15 million impression logs generated by 1 million users. Every news article contains rich textual content including title, abstract, body, category and entities. Each impression log contains the click events, non-clicked events and historical news click behaviors of this user before this impression. To protect user privacy, each user was de-linked from the production system when securely hashed into an anonymized ID. For more detailed information about the MIND dataset, you can refer to the following paper:
If you are interested in using this dataset in your research work, welcome to cite this paper:
Fangzhao Wu, Ying Qiao, Jiun-Hung Chen, Chuhan Wu, Tao Qi, Jianxun Lian, Danyang Liu, Xing Xie, Jianfeng Gao, Winnie Wu and Ming Zhou. MIND: A Large-scale Dataset for News Recommendation. ACL 2020.
Download
The MIND dataset is free to download for research purposes under Microsoft Research License Terms. Before you download the dataset, please read these terms and click below button to confirm that you agree to them.
This dataset can support many researches on news recommendation, and can be downloaded at:
We also provide the link to Microsoft Azure Open Datasets for eaiser access to our large dataset on cloud platform:
For more details about the data formats, please refer to this document:
In addition, to help the researchers get familiar with our data and run quick experiments, we release a small version of the MIND dataset by randomly sampling 50,000 users and their behavior logs from the MIND dataset. We name this dataset MIND-small. The training and validation sets of MIND-small can be downloaded at:
The implementation of several existing news recommendation methods and general recommendation methods can be found at Microsoft Recommenders.
Following is a step-by-step tutorial for generating predictions on the dataset:
Workshop
We are holding the 1st International Workshop on News Recommendation and Intelligence, which is colocated with The Web Conference 2021. We solicit both research and technical report papers in all aspects of news recommendation and intelligence. The submission due is January 25, 2021. More details can be found on the workshop page.Leaderboard
Rank | Team | AUC | MRR | nDCG@5 | nDCG@10 |
---|---|---|---|---|---|
1 Oct. 05, 2021 |
UniUM-Fastformer-Pretrain | 0.7304 | 0.3770 | 0.4180 | 0.4718 |
2 Sept. 02, 2021 |
MINER | 0.7275 | 0.3724 | 0.4102 | 0.4661 |
3 Aug. 08, 2021 |
UniUM-Fastformer | 0.7268 | 0.3745 | 0.4151 | 0.4684 |
4 Sept. 14, 2022 |
pengwj | 0.7256 | 0.3720 | 0.4101 | 0.4660 |
5 Dec 27, 2022 |
tuyendv | 0.7256 | 0.3720 | 0.4101 | 0.4660 |
6 Oct. 05, 2022 |
quynhnl | 0.7256 | 0.3720 | 0.4101 | 0.4660 |
7 Feb. 10, 2022 |
Riiid | 0.7252 | 0.3709 | 0.4089 | 0.4647 |
8 Jan. 30, 2022 |
who_am_I | 0.7252 | 0.3709 | 0.4089 | 0.4647 |
9 Jan. 13, 2022 |
SUDA_NLP_HY | 0.7244 | 0.3691 | 0.4065 | 0.4627 |
10 Mar. 04, 2021 |
UniUM | 0.7243 | 0.3706 | 0.4101 | 0.4644 |
11 Dec 28, 2021 |
rollingUp | 0.7242 | 0.3689 | 0.4062 | 0.4624 |
12 Feb. 19, 2023 |
luzepu | 0.7211 | 0.3676 | 0.4047 | 0.4608 |
13 Dec 26, 2021 |
NoParty4PR | 0.7210 | 0.3667 | 0.4040 | 0.4602 |
14 Feb. 27, 2021 |
chenghuige | 0.7209 | 0.3676 | 0.4040 | 0.4597 |
15 Feb. 01, 2023 |
kevin_zzh | 0.7208 | 0.3676 | 0.4046 | 0.4608 |
16 Feb. 26, 2021 |
UNBERT | 0.7207 | 0.3677 | 0.4041 | 0.4602 |
17 Jan. 19, 2022 |
only2233 | 0.7201 | 0.3688 | 0.4059 | 0.4617 |
18 Mar. 20, 2023 |
cgw | 0.7201 | 0.3688 | 0.4059 | 0.4617 |
19 Feb. 05, 2023 |
cuongnx20190040 | 0.7201 | 0.3688 | 0.4059 | 0.4617 |
20 Jun. 21, 2021 |
wsm_SotA | 0.7196 | 0.3636 | 0.3998 | 0.4560 |
21 Dec 17, 2021 |
rollingUp | 0.7175 | 0.3632 | 0.3998 | 0.4562 |
22 Oct. 23, 2020 |
fuxictr | 0.7143 | 0.3613 | 0.3964 | 0.4526 |
23 Oct. 23, 2020 |
wcy419hh | 0.7143 | 0.3616 | 0.3967 | 0.4529 |
24 Oct. 26, 2022 |
xdr | 0.7139 | 0.3591 | 0.3937 | 0.4509 |
25 Jan. 10, 2022 |
guody | 0.7137 | 0.3613 | 0.3962 | 0.4527 |
26 Dec 15, 2021 |
Lil.Forest | 0.7134 | 0.3591 | 0.3951 | 0.4518 |
27 Jan. 14, 2022 |
xcdt123 | 0.7118 | 0.3584 | 0.3939 | 0.4502 |
28 Nov. 28, 2022 |
Rui | 0.7116 | 0.3573 | 0.3922 | 0.4489 |
29 Jan. 12, 2022 |
fake_news | 0.7116 | 0.3549 | 0.3888 | 0.4461 |
30 Oct. 23, 2020 |
dtsnu | 0.7114 | 0.3568 | 0.3916 | 0.4485 |
31 Oct. 23, 2020 |
started2givingup | 0.7113 | 0.3585 | 0.3933 | 0.4498 |
32 Feb. 11, 2022 |
haibaraqy | 0.7112 | 0.3546 | 0.3888 | 0.4458 |
33 Sept. 27, 2022 |
vincentni | 0.7108 | 0.3560 | 0.3906 | 0.4473 |
34 Mar. 01, 2021 |
akirasosa | 0.7103 | 0.3539 | 0.3876 | 0.4445 |
35 Nov. 12, 2021 |
namespace-Pt | 0.7101 | 0.3557 | 0.3901 | 0.4470 |
36 May. 27, 2021 |
SFI | 0.7101 | 0.3577 | 0.3922 | 0.4485 |
37 Dec 31, 2021 |
fake_news | 0.7099 | 0.3579 | 0.3927 | 0.4497 |
38 Oct. 23, 2020 |
oahciy | 0.7096 | 0.3540 | 0.3883 | 0.4454 |
39 Oct. 23, 2020 |
WONNIU | 0.7095 | 0.3569 | 0.3916 | 0.4481 |
40 Jun. 13, 2021 |
wsm_88888888 | 0.7092 | 0.3541 | 0.3881 | 0.4448 |
41 Jan. 13, 2022 |
xcdt123 | 0.7085 | 0.3541 | 0.3885 | 0.4455 |
42 Aug. 10, 2021 |
martin_bi | 0.7085 | 0.3581 | 0.3926 | 0.4489 |
43 Feb. 01, 2021 |
codefish | 0.7082 | 0.3560 | 0.3897 | 0.4457 |
44 Sept. 08, 2022 |
yujunhao | 0.7081 | 0.3535 | 0.3866 | 0.4436 |
45 Oct. 23, 2020 |
NoahRS | 0.7061 | 0.3552 | 0.3895 | 0.4459 |
46 Dec 05, 2021 |
smhe | 0.7060 | 0.3544 | 0.3891 | 0.4457 |
47 Oct. 19, 2021 |
doubleQ | 0.7059 | 0.3514 | 0.3847 | 0.4418 |
48 Jul. 18, 2021 |
DistillRec | 0.7057 | 0.3552 | 0.3896 | 0.4458 |
49 Feb. 04, 2021 |
littlefile | 0.7052 | 0.3535 | 0.3869 | 0.4432 |
50 Oct. 23, 2020 |
Ravox | 0.7048 | 0.3505 | 0.3845 | 0.4416 |
51 Jun. 14, 2021 |
guiltrex | 0.7038 | 0.3504 | 0.3838 | 0.4408 |
52 Mar. 16, 2022 |
veason | 0.7033 | 0.3535 | 0.3860 | 0.4429 |
53 Oct. 23, 2020 |
Qinne | 0.7032 | 0.3496 | 0.3830 | 0.4397 |
54 Apr. 27, 2021 |
MengyanZhang | 0.7031 | 0.3496 | 0.3833 | 0.4403 |
55 Feb. 28, 2022 |
alice.jw | 0.7026 | 0.3498 | 0.3825 | 0.4395 |
56 Mar. 13, 2023 |
Ricky | 0.7019 | 0.3470 | 0.3794 | 0.4365 |
57 Feb. 07, 2021 |
MIND_Organizer | 0.7012 | 0.3482 | 0.3808 | 0.4377 |
58 Jan. 13, 2023 |
mytest | 0.7011 | 0.3446 | 0.3768 | 0.4346 |
59 Jul. 11, 2022 |
lab207_kui | 0.7005 | 0.3475 | 0.3793 | 0.4363 |
60 Nov. 11, 2021 |
noah_lijian | 0.7004 | 0.3475 | 0.3803 | 0.4374 |
61 Jun. 23, 2022 |
test_competition | 0.6997 | 0.3473 | 0.3796 | 0.4363 |
62 Feb. 09, 2022 |
Kimyungi | 0.6993 | 0.3463 | 0.3780 | 0.4352 |
63 Nov. 25, 2021 |
Coloratura | 0.6991 | 0.3475 | 0.3793 | 0.4365 |
64 Oct. 23, 2020 |
xyzhang | 0.6980 | 0.3476 | 0.3814 | 0.4383 |
65 Oct. 23, 2020 |
YangZhenghong | 0.6979 | 0.3480 | 0.3809 | 0.4377 |
66 Oct. 23, 2020 |
gcc_microsoft | 0.6979 | 0.3479 | 0.3806 | 0.4373 |
67 Aug. 31, 2022 |
chenyipu | 0.6978 | 0.3467 | 0.3796 | 0.4366 |
68 Dec 09, 2021 |
hawei | 0.6969 | 0.3422 | 0.3732 | 0.4309 |
69 Oct. 23, 2020 |
huailei | 0.6968 | 0.3492 | 0.3812 | 0.4386 |
70 Oct. 23, 2020 |
hanyan | 0.6964 | 0.3441 | 0.3764 | 0.4336 |
71 Jan. 15, 2022 |
h_h_h_h_h_h_ | 0.6960 | 0.3467 | 0.3793 | 0.4361 |
72 Feb. 21, 2021 |
Chenbin_Zhang | 0.6960 | 0.3469 | 0.3791 | 0.4356 |
73 Aug. 31, 2022 |
xiaoxiang | 0.6959 | 0.3435 | 0.3752 | 0.4321 |
74 Jun. 20, 2021 |
ml4lyfe | 0.6957 | 0.3452 | 0.3778 | 0.4350 |
75 Jan. 27, 2022 |
HerbertOnRoad | 0.6952 | 0.3433 | 0.3747 | 0.4317 |
76 Oct. 23, 2020 |
lixmcm | 0.6952 | 0.3438 | 0.3765 | 0.4335 |
77 Nov. 30, 2021 |
Liangzhuge | 0.6951 | 0.3460 | 0.3785 | 0.4353 |
78 Oct. 23, 2020 |
duchunning | 0.6951 | 0.3428 | 0.3753 | 0.4324 |
79 Nov. 12, 2022 |
testtesttest | 0.6951 | 0.3452 | 0.3777 | 0.4348 |
80 Oct. 23, 2020 |
fanxiaoxing | 0.6949 | 0.3448 | 0.3770 | 0.4336 |
81 Apr. 08, 2021 |
libowei | 0.6948 | 0.3456 | 0.3773 | 0.4338 |
82 May. 02, 2022 |
SA-NRMS | 0.6947 | 0.3443 | 0.3764 | 0.4334 |
83 Jan. 03, 2021 |
Chiu | 0.6946 | 0.3444 | 0.3759 | 0.4326 |
84 Feb. 02, 2021 |
Ruixinhua | 0.6943 | 0.3433 | 0.3748 | 0.4318 |
85 Oct. 23, 2020 |
overlord | 0.6942 | 0.3445 | 0.3767 | 0.4332 |
86 Apr. 25, 2022 |
SunYunLong | 0.6941 | 0.3422 | 0.3739 | 0.4311 |
87 Oct. 23, 2020 |
id500 | 0.6935 | 0.3451 | 0.3773 | 0.4344 |
88 Jan. 18, 2022 |
zclfe | 0.6934 | 0.3433 | 0.3752 | 0.4322 |
89 Dec 27, 2021 |
christineC2021 | 0.6932 | 0.3419 | 0.3733 | 0.4303 |
90 Dec 03, 2020 |
msj | 0.6932 | 0.3432 | 0.3745 | 0.4312 |
91 Aug. 19, 2021 |
kuailede_cr | 0.6931 | 0.3424 | 0.3738 | 0.4309 |
92 Dec 01, 2021 |
smhe | 0.6930 | 0.3459 | 0.3781 | 0.4347 |
93 Jul. 31, 2022 |
Jiawei_ust | 0.6926 | 0.3415 | 0.3731 | 0.4298 |
94 Jun. 20, 2021 |
wsm_victor | 0.6926 | 0.3441 | 0.3762 | 0.4325 |
95 Jun. 20, 2021 |
JamesCYL | 0.6926 | 0.3441 | 0.3762 | 0.4325 |
96 Apr. 24, 2021 |
chenyipu | 0.6925 | 0.3416 | 0.3731 | 0.4304 |
97 Oct. 23, 2020 |
Ironball | 0.6923 | 0.3440 | 0.3778 | 0.4351 |
98 Mar. 18, 2023 |
xiaoxiang | 0.6922 | 0.3400 | 0.3716 | 0.4290 |
99 Feb. 28, 2023 |
MEM | 0.6922 | 0.3385 | 0.3704 | 0.4280 |
100 Apr. 13, 2021 |
peijie | 0.6918 | 0.3393 | 0.3708 | 0.4282 |
101 Sept. 17, 2022 |
Area | 0.6918 | 0.3412 | 0.3722 | 0.4297 |
102 Nov. 18, 2021 |
zwt | 0.6917 | 0.3415 | 0.3728 | 0.4305 |
103 Oct. 27, 2022 |
xiezheyong | 0.6917 | 0.3432 | 0.3744 | 0.4314 |
104 Jun. 19, 2021 |
breezedeus | 0.6915 | 0.3409 | 0.3723 | 0.4296 |
105 Dec 18, 2021 |
Zongzhihan | 0.6912 | 0.3421 | 0.3731 | 0.4306 |
106 Nov. 09, 2021 |
Tmail | 0.6912 | 0.3425 | 0.3733 | 0.4301 |
107 Oct. 23, 2020 |
fit4you | 0.6910 | 0.3413 | 0.3732 | 0.4307 |
108 Feb. 06, 2023 |
kiennt10 | 0.6908 | 0.3392 | 0.3706 | 0.4281 |
109 Mar. 15, 2022 |
xyqq | 0.6904 | 0.3398 | 0.3712 | 0.4285 |
110 Jun. 17, 2021 |
QQs | 0.6903 | 0.3419 | 0.3735 | 0.4299 |
111 Oct. 23, 2020 |
AndreaChao | 0.6903 | 0.3413 | 0.3727 | 0.4299 |
112 Nov. 30, 2021 |
destinylu | 0.6902 | 0.3412 | 0.3730 | 0.4297 |
113 Jun. 17, 2021 |
Bravooo | 0.6902 | 0.3419 | 0.3735 | 0.4299 |
114 Dec 01, 2021 |
hhhhh | 0.6902 | 0.3412 | 0.3730 | 0.4297 |
115 Oct. 23, 2020 |
Ivy | 0.6901 | 0.3414 | 0.3726 | 0.4299 |
116 Jun. 21, 2021 |
wsm_EasternHarvard | 0.6899 | 0.3385 | 0.3685 | 0.4255 |
117 Mar. 31, 2022 |
Wales-Z | 0.6897 | 0.3408 | 0.3712 | 0.4283 |
118 Jan. 25, 2021 |
Nick1998 | 0.6897 | 0.3380 | 0.3686 | 0.4258 |
119 Jun. 02, 2022 |
laiping | 0.6893 | 0.3383 | 0.3687 | 0.4263 |
120 Oct. 23, 2020 |
changebin | 0.6888 | 0.3396 | 0.3706 | 0.4273 |
121 Jan. 12, 2021 |
saltyfish | 0.6886 | 0.3357 | 0.3667 | 0.4239 |
122 Jun. 20, 2021 |
Sony | 0.6884 | 0.3382 | 0.3690 | 0.4255 |
123 Mar. 09, 2023 |
SnowyMeteor | 0.6883 | 0.3368 | 0.3664 | 0.4239 |
124 Jun. 19, 2021 |
chuyueh | 0.6882 | 0.3398 | 0.3709 | 0.4273 |
125 Jan. 21, 2023 |
hitarth.narvala | 0.6881 | 0.3374 | 0.3667 | 0.4229 |
126 Mar. 19, 2023 |
lyw | 0.6879 | 0.3401 | 0.3708 | 0.4276 |
127 Dec 31, 2021 |
wzz2579421845 | 0.6878 | 0.3386 | 0.3695 | 0.4261 |
128 Apr. 17, 2022 |
jiangyt | 0.6874 | 0.3391 | 0.3705 | 0.4275 |
129 Jan. 28, 2021 |
kkq10466 | 0.6872 | 0.3359 | 0.3665 | 0.4239 |
130 Sept. 02, 2021 |
ReleaseWang | 0.6867 | 0.3372 | 0.3674 | 0.4248 |
131 Sept. 01, 2020 |
yupei | 0.6867 | 0.3404 | 0.3721 | 0.4288 |
132 Feb. 22, 2021 |
qxe34517 | 0.6866 | 0.3344 | 0.3651 | 0.4226 |
133 Jan. 15, 2021 |
fzy37920 | 0.6866 | 0.3357 | 0.3664 | 0.4236 |
134 Sept. 24, 2021 |
HJS_TJU | 0.6865 | 0.3377 | 0.3681 | 0.4252 |
135 Jan. 04, 2021 |
alexchiu | 0.6864 | 0.3360 | 0.3659 | 0.4234 |
136 May. 24, 2022 |
Whonor | 0.6863 | 0.3371 | 0.3674 | 0.4245 |
137 Oct. 23, 2020 |
Tsar | 0.6862 | 0.3374 | 0.3676 | 0.4253 |
138 Sept. 01, 2020 |
majinc | 0.6862 | 0.3397 | 0.3705 | 0.4274 |
139 Jan. 29, 2021 |
Spring_945 | 0.6861 | 0.3379 | 0.3689 | 0.4256 |
140 Jan. 02, 2021 |
NAML | 0.6861 | 0.3377 | 0.3688 | 0.4260 |
141 Nov. 20, 2020 |
ConnollyLeon | 0.6860 | 0.3363 | 0.3668 | 0.4237 |
142 Mar. 31, 2022 |
DengLi | 0.6859 | 0.3385 | 0.3688 | 0.4260 |
143 Jan. 05, 2022 |
nhom5 | 0.6858 | 0.3369 | 0.3676 | 0.4249 |
144 Jun. 19, 2021 |
tingting0119 | 0.6858 | 0.3358 | 0.3664 | 0.4234 |
145 Jan. 04, 2022 |
nhom7-lopthaylinh | 0.6854 | 0.3372 | 0.3672 | 0.4243 |
146 Nov. 26, 2022 |
PekingXJL | 0.6854 | 0.3367 | 0.3676 | 0.4247 |
147 Jul. 21, 2021 |
csb266 | 0.6853 | 0.3377 | 0.3678 | 0.4247 |
148 Feb. 10, 2021 |
ybm15387 | 0.6851 | 0.3322 | 0.3624 | 0.4201 |
149 Dec 27, 2021 |
Group_1_IT4613_20211_HUST | 0.6848 | 0.3367 | 0.3672 | 0.4242 |
150 Aug. 04, 2022 |
ShangxiWu | 0.6846 | 0.3383 | 0.3699 | 0.4270 |
151 Jan. 10, 2022 |
Jyonn | 0.6846 | 0.3405 | 0.3717 | 0.4282 |
152 Oct. 23, 2020 |
heroddaji | 0.6845 | 0.3376 | 0.3677 | 0.4244 |
153 Dec 13, 2021 |
LURM | 0.6844 | 0.3361 | 0.3654 | 0.4229 |
154 Dec 25, 2022 |
ducchudinh | 0.6844 | 0.3363 | 0.3670 | 0.4238 |
155 Feb. 07, 2023 |
nghgphi | 0.6837 | 0.3358 | 0.3662 | 0.4233 |
156 Feb. 03, 2021 |
Cora | 0.6836 | 0.3356 | 0.3665 | 0.4235 |
157 Oct. 25, 2020 |
faysir | 0.6836 | 0.3343 | 0.3644 | 0.4219 |
158 Aug. 27, 2020 |
CyberFish | 0.6834 | 0.3373 | 0.3683 | 0.4258 |
159 Feb. 14, 2023 |
LeonChang | 0.6834 | 0.3355 | 0.3655 | 0.4226 |
160 May. 20, 2022 |
LPP | 0.6834 | 0.3330 | 0.3622 | 0.4198 |
161 Feb. 10, 2021 |
xqu19316 | 0.6832 | 0.3324 | 0.3623 | 0.4200 |
162 Dec 01, 2021 |
NoParty4PR | 0.6832 | 0.3358 | 0.3644 | 0.4214 |
163 Feb. 01, 2021 |
Codle | 0.6828 | 0.3347 | 0.3648 | 0.4219 |
164 Oct. 23, 2020 |
again_and_again | 0.6828 | 0.3365 | 0.3665 | 0.4240 |
165 Oct. 23, 2020 |
xinghuaz | 0.6827 | 0.3385 | 0.3691 | 0.4259 |
166 Aug. 28, 2020 |
amgis3 | 0.6827 | 0.3320 | 0.3615 | 0.4196 |
167 Mar. 24, 2023 |
mduofg | 0.6825 | 0.3361 | 0.3672 | 0.4238 |
168 Jun. 15, 2021 |
wsm_baseline | 0.6824 | 0.3351 | 0.3656 | 0.4225 |
169 Dec 26, 2021 |
hieunm | 0.6823 | 0.3326 | 0.3630 | 0.4203 |
170 Dec 26, 2021 |
hieunm | 0.6823 | 0.3326 | 0.3630 | 0.4203 |
171 Feb. 06, 2023 |
phu.ict4138 | 0.6822 | 0.3341 | 0.3648 | 0.4216 |
172 Nov. 05, 2021 |
raingstar | 0.6820 | 0.3353 | 0.3660 | 0.4226 |
173 Jun. 18, 2021 |
wsm-soslab | 0.6815 | 0.3358 | 0.3663 | 0.4234 |
174 Oct. 23, 2020 |
dengjia284 | 0.6814 | 0.3325 | 0.3614 | 0.4192 |
175 Jun. 16, 2022 |
pstkim | 0.6812 | 0.3350 | 0.3650 | 0.4224 |
176 Feb. 16, 2022 |
feature | 0.6812 | 0.3379 | 0.3690 | 0.4257 |
177 Mar. 25, 2022 |
TH_KIM | 0.6810 | 0.3322 | 0.3624 | 0.4200 |
178 Sept. 19, 2021 |
clilyn | 0.6809 | 0.3371 | 0.3675 | 0.4243 |
179 Oct. 23, 2020 |
ustc_jingang | 0.6809 | 0.3337 | 0.3633 | 0.4208 |
180 Oct. 09, 2021 |
AAU-Bruno | 0.6807 | 0.3338 | 0.3634 | 0.4207 |
181 Jan. 05, 2022 |
group7-lopthaylinh | 0.6807 | 0.3338 | 0.3634 | 0.4206 |
182 Feb. 19, 2022 |
unchat | 0.6803 | 0.3334 | 0.3633 | 0.4205 |
183 Aug. 27, 2021 |
yangyongqiang1 | 0.6800 | 0.3337 | 0.3638 | 0.4207 |
184 Oct. 23, 2020 |
qqyysg | 0.6799 | 0.3336 | 0.3644 | 0.4213 |
185 Mar. 15, 2021 |
hvv | 0.6798 | 0.3352 | 0.3655 | 0.4223 |
186 Mar. 01, 2021 |
hapoyige | 0.6793 | 0.3341 | 0.3647 | 0.4215 |
187 Nov. 13, 2020 |
YHu | 0.6790 | 0.3338 | 0.3624 | 0.4192 |
188 Jul. 25, 2021 |
LiJT | 0.6789 | 0.3321 | 0.3621 | 0.4188 |
189 Jan. 17, 2023 |
anhductn2001 | 0.6789 | 0.3343 | 0.3646 | 0.4215 |
190 Nov. 30, 2020 |
finegrained | 0.6787 | 0.3346 | 0.3653 | 0.4221 |
191 Mar. 02, 2022 |
Ala-Fu | 0.6786 | 0.3316 | 0.3612 | 0.4181 |
192 Mar. 25, 2021 |
wangwenhua | 0.6785 | 0.3316 | 0.3611 | 0.4181 |
193 Aug. 29, 2020 |
Reto-hitsz | 0.6783 | 0.3288 | 0.3575 | 0.4153 |
194 Mar. 24, 2023 |
teopapad92 | 0.6780 | 0.3292 | 0.3586 | 0.4163 |
195 May. 26, 2021 |
xuhongqing | 0.6779 | 0.3287 | 0.3567 | 0.4140 |
196 Mar. 07, 2022 |
fyzl | 0.6776 | 0.3339 | 0.3640 | 0.4213 |
197 Oct. 23, 2020 |
simple2better | 0.6766 | 0.3311 | 0.3609 | 0.4184 |
198 Oct. 23, 2020 |
shahnawaz | 0.6766 | 0.3282 | 0.3576 | 0.4149 |
199 Apr. 11, 2021 |
hmguo | 0.6763 | 0.3297 | 0.3591 | 0.4163 |
200 Feb. 03, 2021 |
Autumn | 0.6754 | 0.3292 | 0.3581 | 0.4154 |
201 Jun. 19, 2021 |
wsm_KoreaMoos | 0.6748 | 0.3285 | 0.3569 | 0.4140 |
202 Feb. 14, 2023 |
KTH_CS3 | 0.6740 | 0.3313 | 0.3607 | 0.4178 |
203 Mar. 02, 2022 |
ZgDaMoWang | 0.6738 | 0.3284 | 0.3571 | 0.4141 |
204 Jan. 01, 2022 |
TranAnhVuNhom7 | 0.6738 | 0.3288 | 0.3570 | 0.4135 |
205 Jun. 16, 2022 |
DICELab | 0.6735 | 0.3292 | 0.3573 | 0.4144 |
206 Jun. 09, 2022 |
whitepurple | 0.6735 | 0.3292 | 0.3573 | 0.4144 |
207 Feb. 07, 2023 |
vietpt | 0.6733 | 0.3264 | 0.3549 | 0.4120 |
208 Jun. 02, 2022 |
cevahir | 0.6725 | 0.3242 | 0.3519 | 0.4100 |
209 Oct. 23, 2020 |
zidane4ever21 | 0.6710 | 0.3236 | 0.3523 | 0.4093 |
210 Sept. 08, 2022 |
bboylyg | 0.6709 | 0.3266 | 0.3546 | 0.4117 |
211 Jun. 20, 2021 |
jaing885 | 0.6708 | 0.3256 | 0.3532 | 0.4105 |
212 Apr. 09, 2021 |
ab25 | 0.6705 | 0.3228 | 0.3504 | 0.4083 |
213 Dec 28, 2021 |
nhom5-nrms | 0.6702 | 0.3241 | 0.3520 | 0.4096 |
214 Feb. 09, 2021 |
OpenMind | 0.6700 | 0.3277 | 0.3559 | 0.4130 |
215 Feb. 14, 2023 |
richard007 | 0.6693 | 0.3283 | 0.3572 | 0.4141 |
216 Feb. 13, 2023 |
khuongvd2k | 0.6693 | 0.3283 | 0.3572 | 0.4141 |
217 Oct. 23, 2020 |
dust | 0.6691 | 0.3267 | 0.3539 | 0.4109 |
218 Jun. 06, 2021 |
shuix007 | 0.6689 | 0.3225 | 0.3499 | 0.4079 |
219 Apr. 04, 2021 |
Rachelxuan11 | 0.6687 | 0.3254 | 0.3525 | 0.4096 |
220 Feb. 21, 2023 |
NamFam | 0.6660 | 0.3234 | 0.3504 | 0.4076 |
221 Mar. 17, 2021 |
jazzzminewang | 0.6659 | 0.3236 | 0.3502 | 0.4074 |
222 Nov. 28, 2020 |
TJ_Arthur | 0.6646 | 0.3185 | 0.3460 | 0.4046 |
223 Jan. 28, 2022 |
testtest | 0.6640 | 0.3201 | 0.3479 | 0.4050 |
224 Feb. 12, 2021 |
akjindal53244 | 0.6638 | 0.3191 | 0.3466 | 0.4042 |
225 Feb. 13, 2023 |
Namngo | 0.6638 | 0.3242 | 0.3522 | 0.4093 |
226 Jan. 22, 2022 |
yma2 | 0.6635 | 0.3205 | 0.3460 | 0.4036 |
227 Jan. 04, 2022 |
phucvh183608 | 0.6633 | 0.3190 | 0.3464 | 0.4038 |
228 Oct. 23, 2022 |
zhangy7738 | 0.6632 | 0.3188 | 0.3451 | 0.4027 |
229 Nov. 28, 2022 |
AdarshMIND | 0.6618 | 0.3197 | 0.3461 | 0.4038 |
230 Jan. 12, 2021 |
freddy_2077 | 0.6614 | 0.3205 | 0.3473 | 0.4042 |
231 Dec 13, 2021 |
hustnhom7 | 0.6605 | 0.3181 | 0.3435 | 0.4009 |
232 Apr. 28, 2021 |
Hieulm | 0.6594 | 0.3169 | 0.3436 | 0.4005 |
233 Mar. 22, 2021 |
pd | 0.6575 | 0.3189 | 0.3458 | 0.4025 |
234 Mar. 25, 2021 |
xulongteng | 0.6571 | 0.3179 | 0.3446 | 0.4014 |
235 Jan. 29, 2021 |
Silence | 0.6570 | 0.3141 | 0.3384 | 0.3967 |
236 Oct. 23, 2020 |
aqweteddy | 0.6566 | 0.3173 | 0.3425 | 0.3989 |
237 Oct. 23, 2020 |
xcw | 0.6554 | 0.3172 | 0.3434 | 0.4000 |
238 Feb. 13, 2023 |
khuong5trieu | 0.6554 | 0.3198 | 0.3467 | 0.4035 |
239 Jun. 02, 2021 |
wsm_Mark4PM | 0.6550 | 0.3150 | 0.3406 | 0.3982 |
240 Jan. 04, 2022 |
TranAnhVuNhom7 | 0.6548 | 0.3125 | 0.3381 | 0.3953 |
241 Mar. 02, 2021 |
christineC2021_1 | 0.6546 | 0.3133 | 0.3389 | 0.3963 |
242 Mar. 07, 2021 |
jingqinghe | 0.6543 | 0.3166 | 0.3428 | 0.3995 |
243 Apr. 25, 2021 |
ThachAnh | 0.6524 | 0.3128 | 0.3370 | 0.3950 |
244 Mar. 07, 2021 |
mapingshuo | 0.6521 | 0.3147 | 0.3408 | 0.3978 |
245 Oct. 23, 2020 |
AND-OR | 0.6506 | 0.3079 | 0.3320 | 0.3898 |
246 Oct. 23, 2020 |
drew | 0.6486 | 0.3087 | 0.3333 | 0.3905 |
247 Jun. 10, 2021 |
changecandy | 0.6481 | 0.3114 | 0.3352 | 0.3922 |
248 Nov. 13, 2021 |
KGN | 0.6465 | 0.3085 | 0.3322 | 0.3897 |
249 Jan. 25, 2021 |
cynricshu | 0.6454 | 0.3000 | 0.3218 | 0.3811 |
250 Feb. 13, 2023 |
huongnv | 0.6451 | 0.3069 | 0.3306 | 0.3883 |
251 Mar. 23, 2023 |
zy0055 | 0.6403 | 0.2880 | 0.3093 | 0.3697 |
252 Feb. 04, 2022 |
yjin48 | 0.6402 | 0.3010 | 0.3225 | 0.3802 |
253 Nov. 21, 2021 |
surupendu | 0.6363 | 0.2987 | 0.3206 | 0.3781 |
254 Aug. 10, 2021 |
tj2364 | 0.6354 | 0.2986 | 0.3205 | 0.3784 |
255 Aug. 27, 2020 |
gaojx | 0.6342 | 0.3112 | 0.3358 | 0.3919 |
256 Feb. 23, 2021 |
TerryMa | 0.6251 | 0.2919 | 0.3141 | 0.3718 |
257 Jan. 23, 2021 |
ifan | 0.6204 | 0.2847 | 0.3039 | 0.3625 |
258 Jan. 25, 2022 |
miabao | 0.6174 | 0.2882 | 0.3059 | 0.3646 |
259 Dec 01, 2021 |
Lil.Forest | 0.6172 | 0.2910 | 0.3126 | 0.3699 |
260 Jun. 19, 2021 |
WSM_winwin | 0.6166 | 0.2949 | 0.3166 | 0.3730 |
261 Oct. 23, 2020 |
tcchiang | 0.5950 | 0.2794 | 0.2974 | 0.3551 |
262 Dec 09, 2022 |
cmchen | 0.5942 | 0.2744 | 0.2899 | 0.3464 |
263 Dec 04, 2021 |
saran_pandian | 0.5861 | 0.2717 | 0.2877 | 0.3448 |
264 Mar. 05, 2021 |
Mluleki | 0.5848 | 0.2641 | 0.2778 | 0.3352 |
265 Aug. 26, 2020 |
learner | 0.5847 | 0.2648 | 0.2786 | 0.3361 |
266 Dec 17, 2021 |
psasikarn | 0.5825 | 0.2731 | 0.2885 | 0.3448 |
267 Jan. 28, 2022 |
liwencong | 0.5821 | 0.2626 | 0.2759 | 0.3341 |
268 Mar. 07, 2022 |
nitesh.sawadia | 0.5780 | 0.2620 | 0.2773 | 0.3358 |
269 Jun. 07, 2021 |
chang861224 | 0.5703 | 0.2769 | 0.2945 | 0.3495 |
270 Jun. 15, 2022 |
group_5 | 0.5680 | 0.2575 | 0.2698 | 0.3268 |
271 Feb. 12, 2021 |
lwj | 0.5519 | 0.2469 | 0.2573 | 0.3136 |
272 Jan. 05, 2022 |
shoemaker | 0.5397 | 0.2475 | 0.2574 | 0.3135 |
273 Jun. 01, 2021 |
YJack0000 | 0.5246 | 0.2364 | 0.2422 | 0.2990 |
274 May. 13, 2021 |
Brucenccu | 0.5221 | 0.2328 | 0.2380 | 0.2938 |
275 Jan. 14, 2023 |
a-borel | 0.5221 | 0.2319 | 0.2373 | 0.2930 |
276 Mar. 04, 2022 |
vancurv | 0.5218 | 0.2370 | 0.2415 | 0.2961 |
277 Jul. 02, 2021 |
Leon-chang | 0.5207 | 0.2318 | 0.2385 | 0.2948 |
278 Jan. 06, 2021 |
zichongli | 0.5183 | 0.2348 | 0.2427 | 0.2983 |
279 Aug. 24, 2020 |
cs880141 | 0.5180 | 0.2327 | 0.2395 | 0.2953 |
280 Jan. 06, 2021 |
xhran2011 | 0.5170 | 0.2339 | 0.2416 | 0.2972 |
281 Jan. 06, 2021 |
xhran2010 | 0.5170 | 0.2339 | 0.2416 | 0.2972 |
282 Mar. 15, 2022 |
usydnlp | 0.5167 | 0.2375 | 0.2452 | 0.2998 |
283 Jan. 18, 2021 |
christineC2021_2 | 0.5130 | 0.2296 | 0.2363 | 0.2924 |
284 Dec 05, 2021 |
jingda_yu | 0.5127 | 0.2299 | 0.2337 | 0.2893 |
285 Aug. 16, 2022 |
lsx_0816 | 0.5108 | 0.2268 | 0.2328 | 0.2885 |
286 Mar. 13, 2023 |
doistha | 0.5108 | 0.2294 | 0.2338 | 0.2892 |
287 Apr. 04, 2022 |
jkrse | 0.5060 | 0.2249 | 0.2309 | 0.2869 |
288 Aug. 26, 2020 |
cdj0311 | 0.5059 | 0.2290 | 0.2350 | 0.2900 |
289 Jun. 15, 2022 |
pneuma | 0.5058 | 0.2274 | 0.2339 | 0.2899 |
290 Aug. 18, 2022 |
JiangxuLin | 0.5023 | 0.2244 | 0.2302 | 0.2858 |
291 Jun. 18, 2021 |
DaveWuuu | 0.5020 | 0.2236 | 0.2310 | 0.2872 |
292 May. 05, 2022 |
Jingqi_wang | 0.5018 | 0.2269 | 0.2335 | 0.2886 |
293 Aug. 26, 2020 |
zhoubang1 | 0.5009 | 0.2256 | 0.2316 | 0.2869 |
294 Sept. 02, 2022 |
JiangxuLin | 0.5009 | 0.2214 | 0.2265 | 0.2821 |
295 Jun. 15, 2022 |
Hakjong | 0.5006 | 0.2249 | 0.2306 | 0.2859 |
296 Jan. 05, 2021 |
rockandroll | 0.5003 | 0.2239 | 0.2294 | 0.2849 |
297 Jan. 01, 2023 |
KhuoVie | 0.5003 | 0.2238 | 0.2293 | 0.2847 |
298 Aug. 25, 2020 |
bird | 0.5002 | 0.2248 | 0.2304 | 0.2862 |
299 Dec 19, 2021 |
PradaBear | 0.5001 | 0.2236 | 0.2291 | 0.2846 |
300 Jun. 06, 2021 |
david116711 | 0.5000 | 0.2239 | 0.2294 | 0.2849 |
301 Dec 23, 2022 |
longtruongv | 0.4988 | 0.2232 | 0.2289 | 0.2845 |
302 Nov. 02, 2022 |
ali_c | 0.4921 | 0.2211 | 0.2268 | 0.2821 |
303 Dec 07, 2021 |
Yoon | 0.4870 | 0.2194 | 0.2244 | 0.2795 |
304 Mar. 19, 2022 |
leemeng | 0.4800 | 0.2150 | 0.2197 | 0.2743 |
305 Apr. 14, 2022 |
pevnak | 0.4798 | 0.2136 | 0.2198 | 0.2758 |