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