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

_dctr 0.7272 0.3727 0.4112 0.4673

4

Aug. 08, 2021 		UniUM-Fastformer 0.7268 0.3745 0.4151 0.4684

5

SRIN_LAI 0.7257 0.3695 0.4067 0.4632

6

Dec 27, 2022 		tuyendv 0.7256 0.3720 0.4101 0.4660

7

Oct. 05, 2022 		quynhnl 0.7256 0.3720 0.4101 0.4660

8

Sept. 14, 2022 		pengwj 0.7256 0.3720 0.4101 0.4660

9

Jan. 30, 2022 		who_am_I 0.7252 0.3709 0.4089 0.4647

10

Feb. 10, 2022 		Riiid 0.7252 0.3709 0.4089 0.4647

11

fangy 0.7249 0.3710 0.4093 0.4655

12

JZSAWYER 0.7247 0.3714 0.4094 0.4652

13

lnyue 0.7246 0.3711 0.4091 0.4650

14

Jan. 13, 2022 		SUDA_NLP_HY 0.7244 0.3691 0.4065 0.4627

15

Mar. 04, 2021 		UniUM 0.7243 0.3706 0.4101 0.4644

16

Dec 28, 2021 		rollingUp 0.7242 0.3689 0.4062 0.4624

17

Feb. 19, 2023 		luzepu 0.7211 0.3676 0.4047 0.4608

18

Dec 26, 2021 		NoParty4PR 0.7210 0.3667 0.4040 0.4602

19

wdacheng 0.7210 0.3654 0.4019 0.4584

20

Feb. 27, 2021 		chenghuige 0.7209 0.3676 0.4040 0.4597

21

Feb. 01, 2023 		kevin_zzh 0.7208 0.3676 0.4046 0.4608

22

Feb. 26, 2021 		UNBERT 0.7207 0.3677 0.4041 0.4602

23

phviethoang 0.7201 0.3688 0.4059 0.4617

24

Jan. 19, 2022 		only2233 0.7201 0.3688 0.4059 0.4617

25

Mar. 13, 2026 		mengsong 0.7201 0.3688 0.4059 0.4617

26

Mar. 29, 2026 		lifanyao 0.7201 0.3688 0.4059 0.4617

27

Feb. 05, 2023 		cuongnx20190040 0.7201 0.3688 0.4059 0.4617

28

Mar. 20, 2023 		cgw 0.7201 0.3688 0.4059 0.4617

29

Jun. 21, 2021 		wsm_SotA 0.7196 0.3636 0.3998 0.4560

30

Mar. 28, 2026 		wuhao 0.7195 0.3660 0.4025 0.4588

31

Mar. 24, 2023 		mduofg 0.7186 0.3630 0.3989 0.4557

32

Test_srn_team_rec 0.7184 0.3617 0.3971 0.4541

33

lichenyu 0.7183 0.3632 0.3996 0.4561

34

Dec 17, 2021 		rollingUp 0.7175 0.3632 0.3998 0.4562

35

shouju 0.7171 0.3611 0.3964 0.4534

36

ranranran 0.7171 0.3609 0.3966 0.4536

37

wubin 0.7162 0.3628 0.3988 0.4555

38

Dec 09, 2022 		LeonChang 0.7157 0.3612 0.3966 0.4532

39

Jun. 13, 2023 		Yaobink 0.7153 0.3615 0.3978 0.4542

40

Oct. 23, 2020 		wcy419hh 0.7143 0.3616 0.3967 0.4529

41

Oct. 23, 2020 		fuxictr 0.7143 0.3613 0.3964 0.4526

42

Oct. 26, 2022 		xdr 0.7139 0.3591 0.3937 0.4509

43

Jan. 10, 2022 		guody 0.7137 0.3613 0.3962 0.4527

44

have_a_try 0.7134 0.3643 0.4002 0.4561

45

Dec 15, 2021 		Lil.Forest 0.7134 0.3591 0.3951 0.4518

46

chenyue 0.7124 0.3588 0.3940 0.4507

47

Tingnan 0.7124 0.3582 0.3930 0.4497

48

Mar. 11, 2026 		tienkhoina 0.7122 0.3608 0.3977 0.4543

49

Bonj0ur 0.7118 0.3633 0.3996 0.4556

50

Jan. 14, 2022 		xcdt123 0.7118 0.3584 0.3939 0.4502

51

Nov. 28, 2022 		Rui 0.7116 0.3573 0.3922 0.4489

52

Jan. 12, 2022 		fake_news 0.7116 0.3549 0.3888 0.4461

53

Oct. 23, 2020 		dtsnu 0.7114 0.3568 0.3916 0.4485

54

JunyiChen 0.7113 0.3597 0.3954 0.4518

55

Oct. 23, 2020 		started2givingup 0.7113 0.3585 0.3933 0.4498

56

Feb. 11, 2022 		haibaraqy 0.7112 0.3546 0.3888 0.4458

57

Mar. 10, 2026 		madsrassers 0.7109 0.3576 0.3924 0.4489

58

Sept. 27, 2022 		vincentni 0.7108 0.3560 0.3906 0.4473

59

Mar. 01, 2021 		akirasosa 0.7103 0.3539 0.3876 0.4445

60

May. 27, 2021 		SFI 0.7101 0.3577 0.3922 0.4485

61

Nov. 12, 2021 		namespace-Pt 0.7101 0.3557 0.3901 0.4470

62

Dec 31, 2021 		fake_news 0.7099 0.3579 0.3927 0.4497

63

Oct. 23, 2020 		oahciy 0.7096 0.3540 0.3883 0.4454

64

Oct. 23, 2020 		WONNIU 0.7095 0.3569 0.3916 0.4481

65

Jun. 13, 2021 		wsm_88888888 0.7092 0.3541 0.3881 0.4448

66

Yaobink 0.7088 0.3554 0.3902 0.4470

67

Aug. 10, 2021 		martin_bi 0.7085 0.3581 0.3926 0.4489

68

Jan. 13, 2022 		xcdt123 0.7085 0.3541 0.3885 0.4455

69

Feb. 01, 2021 		codefish 0.7082 0.3560 0.3897 0.4457

70

Sept. 08, 2022 		yujunhao 0.7081 0.3535 0.3866 0.4436

71

tienkhoina 0.7079 0.3559 0.3907 0.4479

72

jwy 0.7076 0.3564 0.3909 0.4475

73

Mads_Rasmussen 0.7073 0.3543 0.3882 0.4451

74

haibaraqy 0.7066 0.3526 0.3858 0.4426

75

Oct. 23, 2020 		NoahRS 0.7061 0.3552 0.3895 0.4459

76

Dec 05, 2021 		smhe 0.7060 0.3544 0.3891 0.4457

77

Oct. 19, 2021 		doubleQ 0.7059 0.3514 0.3847 0.4418

78

Jul. 18, 2021 		DistillRec 0.7057 0.3552 0.3896 0.4458

79

Feb. 04, 2021 		littlefile 0.7052 0.3535 0.3869 0.4432

80

Mar. 25, 2026 		ethyl 0.7048 0.3555 0.3909 0.4472

81

Oct. 23, 2020 		Ravox 0.7048 0.3505 0.3845 0.4416

82

sonchuate 0.7047 0.3516 0.3841 0.4406

83

martinmarshall 0.7042 0.3561 0.3901 0.4462

84

Jun. 14, 2021 		guiltrex 0.7038 0.3504 0.3838 0.4408

85

tsrankPh 0.7038 0.3488 0.3814 0.4388

86

Mar. 16, 2022 		veason 0.7033 0.3535 0.3860 0.4429

87

Oct. 23, 2020 		Qinne 0.7032 0.3496 0.3830 0.4397

88

Apr. 27, 2021 		MengyanZhang 0.7031 0.3496 0.3833 0.4403

89

Feb. 28, 2022 		alice.jw 0.7026 0.3498 0.3825 0.4395

90

Mar. 13, 2023 		Ricky 0.7019 0.3470 0.3794 0.4365

91

HaoranTan 0.7018 0.3493 0.3824 0.4398

92

Fantasyli 0.7016 0.3482 0.3808 0.4380

93

Feb. 07, 2021 		MIND_Organizer 0.7012 0.3482 0.3808 0.4377

94

Jan. 13, 2023 		mytest 0.7011 0.3446 0.3768 0.4346

95

ganweinan 0.7009 0.3514 0.3856 0.4420

96

Jul. 11, 2022 		lab207_kui 0.7005 0.3475 0.3793 0.4363

97

Nov. 11, 2021 		noah_lijian 0.7004 0.3475 0.3803 0.4374

98

namnguyenba0604 0.6998 0.3468 0.3792 0.4364

99

Jun. 23, 2022 		test_competition 0.6997 0.3473 0.3796 0.4363

100

Mar. 30, 2026 		superbabara 0.6995 0.3475 0.3797 0.4368

101

Feb. 09, 2022 		Kimyungi 0.6993 0.3463 0.3780 0.4352

102

luozhhh 0.6993 0.3457 0.3780 0.4353

103

Nov. 25, 2021 		Coloratura 0.6991 0.3475 0.3793 0.4365

104

Oct. 23, 2020 		xyzhang 0.6980 0.3476 0.3814 0.4383

105

Oct. 23, 2020 		YangZhenghong 0.6979 0.3480 0.3809 0.4377

106

Oct. 23, 2020 		gcc_microsoft 0.6979 0.3479 0.3806 0.4373

107

mytest 0.6979 0.3438 0.3755 0.4331

108

Aug. 31, 2022 		chenyipu 0.6978 0.3467 0.3796 0.4366

109

lyw 0.6971 0.3445 0.3763 0.4335

110

Mar. 26, 2026 		dulig1902 0.6970 0.3459 0.3774 0.4345

111

Dec 09, 2021 		hawei 0.6969 0.3422 0.3732 0.4309

112

Oct. 23, 2020 		huailei 0.6968 0.3492 0.3812 0.4386

113

Oct. 23, 2020 		hanyan 0.6964 0.3441 0.3764 0.4336

114

Feb. 21, 2021 		Chenbin_Zhang 0.6960 0.3469 0.3791 0.4356

115

Jan. 15, 2022 		h_h_h_h_h_h_ 0.6960 0.3467 0.3793 0.4361

116

kirbyye 0.6960 0.3424 0.3735 0.4312

117

Aug. 31, 2022 		xiaoxiang 0.6959 0.3435 0.3752 0.4321

118

Jun. 20, 2021 		ml4lyfe 0.6957 0.3452 0.3778 0.4350

119

davidpenta 0.6957 0.3425 0.3739 0.4312

120

gittbin 0.6956 0.3441 0.3760 0.4331

121

andrew_the_drawer 0.6956 0.3425 0.3741 0.4317

122

Oct. 23, 2020 		lixmcm 0.6952 0.3438 0.3765 0.4335

123

Jan. 27, 2022 		HerbertOnRoad 0.6952 0.3433 0.3747 0.4317

124

Nov. 30, 2021 		Liangzhuge 0.6951 0.3460 0.3785 0.4353

125

Nov. 12, 2022 		testtesttest 0.6951 0.3452 0.3777 0.4348

126

Oct. 23, 2020 		duchunning 0.6951 0.3428 0.3753 0.4324

127

Oct. 23, 2020 		fanxiaoxing 0.6949 0.3448 0.3770 0.4336

128

Apr. 08, 2021 		libowei 0.6948 0.3456 0.3773 0.4338

129

May. 02, 2022 		SA-NRMS 0.6947 0.3443 0.3764 0.4334

130

Jan. 03, 2021 		Chiu 0.6946 0.3444 0.3759 0.4326

131

Feb. 02, 2021 		Ruixinhua 0.6943 0.3433 0.3748 0.4318

132

Oct. 23, 2020 		overlord 0.6942 0.3445 0.3767 0.4332

133

Apr. 25, 2022 		SunYunLong 0.6941 0.3422 0.3739 0.4311

134

May. 22, 2023 		xiaoxiang 0.6938 0.3423 0.3738 0.4311

135

Oct. 23, 2020 		id500 0.6935 0.3451 0.3773 0.4344

136

husthusthust 0.6935 0.3423 0.3742 0.4310

137

Jan. 18, 2022 		zclfe 0.6934 0.3433 0.3752 0.4322

138

Dec 03, 2020 		msj 0.6932 0.3432 0.3745 0.4312

139

Dec 27, 2021 		christineC2021 0.6932 0.3419 0.3733 0.4303

140

Aug. 19, 2021 		kuailede_cr 0.6931 0.3424 0.3738 0.4309

141

Dec 01, 2021 		smhe 0.6930 0.3459 0.3781 0.4347

142

ctthong18 0.6926 0.3457 0.3779 0.4345

143

Jun. 20, 2021 		wsm_victor 0.6926 0.3441 0.3762 0.4325

144

Jun. 20, 2021 		JamesCYL 0.6926 0.3441 0.3762 0.4325

145

Jul. 31, 2022 		Jiawei_ust 0.6926 0.3415 0.3731 0.4298

146

Apr. 24, 2021 		chenyipu 0.6925 0.3416 0.3731 0.4304

147

mango_yx 0.6925 0.3395 0.3712 0.4289

148

Oct. 23, 2020 		Ironball 0.6923 0.3440 0.3778 0.4351

149

Feb. 28, 2023 		MEM 0.6922 0.3385 0.3704 0.4280

150

Sept. 17, 2022 		Area 0.6918 0.3412 0.3722 0.4297

151

LLC 0.6918 0.3407 0.3719 0.4288

152

Apr. 13, 2021 		peijie 0.6918 0.3393 0.3708 0.4282

153

Oct. 27, 2022 		xiezheyong 0.6917 0.3432 0.3744 0.4314

154

Nov. 18, 2021 		zwt 0.6917 0.3415 0.3728 0.4305

155

Jun. 19, 2021 		breezedeus 0.6915 0.3409 0.3723 0.4296

156

Nov. 09, 2021 		Tmail 0.6912 0.3425 0.3733 0.4301

157

Dec 18, 2021 		Zongzhihan 0.6912 0.3421 0.3731 0.4306

158

Oct. 23, 2020 		fit4you 0.6910 0.3413 0.3732 0.4307

159

Feb. 06, 2023 		kiennt10 0.6908 0.3392 0.3706 0.4281

160

nhom1_kpw 0.6906 0.3493 0.3822 0.4380

161

forest 0.6905 0.3389 0.3698 0.4272

162

Mar. 15, 2022 		xyqq 0.6904 0.3398 0.3712 0.4285

163

Jun. 17, 2021 		QQs 0.6903 0.3419 0.3735 0.4299

164

Oct. 23, 2020 		AndreaChao 0.6903 0.3413 0.3727 0.4299

165

Jun. 17, 2021 		Bravooo 0.6902 0.3419 0.3735 0.4299

166

Dec 01, 2021 		hhhhh 0.6902 0.3412 0.3730 0.4297

167

Nov. 30, 2021 		destinylu 0.6902 0.3412 0.3730 0.4297

168

Oct. 23, 2020 		Ivy 0.6901 0.3414 0.3726 0.4299

169

jiarui 0.6900 0.3405 0.3714 0.4285

170

Jun. 21, 2021 		wsm_EasternHarvard 0.6899 0.3385 0.3685 0.4255

171

Mar. 31, 2022 		Wales-Z 0.6897 0.3408 0.3712 0.4283

172

Jan. 25, 2021 		Nick1998 0.6897 0.3380 0.3686 0.4258

173

Jun. 02, 2022 		laiping 0.6893 0.3383 0.3687 0.4263

174

YJH0804 0.6893 0.3373 0.3679 0.4253

175

Oct. 23, 2020 		changebin 0.6888 0.3396 0.3706 0.4273

176

Jan. 12, 2021 		saltyfish 0.6886 0.3357 0.3667 0.4239

177

Jun. 20, 2021 		Sony 0.6884 0.3382 0.3690 0.4255

178

Jun. 19, 2021 		chuyueh 0.6882 0.3398 0.3709 0.4273

179

Apr. 21, 2023 		Yuemiao 0.6881 0.3425 0.3741 0.4306

180

Jan. 21, 2023 		hitarth.narvala 0.6881 0.3374 0.3667 0.4229

181

Dec 31, 2021 		wzz2579421845 0.6878 0.3386 0.3695 0.4261

182

Jiyounglee 0.6878 0.3371 0.3677 0.4253

183

May. 02, 2023 		maiph 0.6876 0.3377 0.3685 0.4253

184

Apr. 17, 2022 		jiangyt 0.6874 0.3391 0.3705 0.4275

185

Jan. 28, 2021 		kkq10466 0.6872 0.3359 0.3665 0.4239

186

xbj 0.6872 0.3352 0.3656 0.4232

187

Sept. 01, 2020 		yupei 0.6867 0.3404 0.3721 0.4288

188

Sept. 02, 2021 		ReleaseWang 0.6867 0.3372 0.3674 0.4248

189

Jan. 15, 2021 		fzy37920 0.6866 0.3357 0.3664 0.4236

190

Feb. 22, 2021 		qxe34517 0.6866 0.3344 0.3651 0.4226

191

Sept. 24, 2021 		HJS_TJU 0.6865 0.3377 0.3681 0.4252

192

Jan. 04, 2021 		alexchiu 0.6864 0.3360 0.3659 0.4234

193

May. 24, 2022 		Whonor 0.6863 0.3371 0.3674 0.4245

194

Sept. 01, 2020 		majinc 0.6862 0.3397 0.3705 0.4274

195

Oct. 23, 2020 		Tsar 0.6862 0.3374 0.3676 0.4253

196

Jan. 29, 2021 		Spring_945 0.6861 0.3379 0.3689 0.4256

197

Jan. 02, 2021 		NAML 0.6861 0.3377 0.3688 0.4260

198

Nov. 20, 2020 		ConnollyLeon 0.6860 0.3363 0.3668 0.4237

199

Mar. 31, 2022 		DengLi 0.6859 0.3385 0.3688 0.4260

200

Jan. 05, 2022 		nhom5 0.6858 0.3369 0.3676 0.4249

201

Jun. 19, 2021 		tingting0119 0.6858 0.3358 0.3664 0.4234

202

Mar. 19, 2026 		lelele 0.6856 0.3384 0.3689 0.4262

203

Jan. 04, 2022 		nhom7-lopthaylinh 0.6854 0.3372 0.3672 0.4243

204

Nov. 26, 2022 		PekingXJL 0.6854 0.3367 0.3676 0.4247

205

Mar. 05, 2026 		zyy_catcat 0.6854 0.3331 0.3622 0.4199

206

Jul. 21, 2021 		csb266 0.6853 0.3377 0.3678 0.4247

207

Feb. 10, 2021 		ybm15387 0.6851 0.3322 0.3624 0.4201

208

Mar. 31, 2023 		lyw 0.6850 0.3278 0.3557 0.4146

209

Dec 27, 2021 		Group_1_IT4613_20211_HUST 0.6848 0.3367 0.3672 0.4242

210

Jan. 10, 2022 		Jyonn 0.6846 0.3405 0.3717 0.4282

211

Aug. 04, 2022 		ShangxiWu 0.6846 0.3383 0.3699 0.4270

212

Oct. 23, 2020 		heroddaji 0.6845 0.3376 0.3677 0.4244

213

Dec 25, 2022 		ducchudinh 0.6844 0.3363 0.3670 0.4238

214

Dec 13, 2021 		LURM 0.6844 0.3361 0.3654 0.4229

215

TianTian_Zhang 0.6841 0.3355 0.3662 0.4232

216

khanh 0.6838 0.3339 0.3634 0.4210

217

aditya117b 0.6838 0.3330 0.3612 0.4187

218

Feb. 07, 2023 		nghgphi 0.6837 0.3358 0.3662 0.4233

219

Feb. 03, 2021 		Cora 0.6836 0.3356 0.3665 0.4235

220

Oct. 25, 2020 		faysir 0.6836 0.3343 0.3644 0.4219

221

huynx1190M 0.6835 0.3360 0.3663 0.4230

222

Aug. 27, 2020 		CyberFish 0.6834 0.3373 0.3683 0.4258

223

May. 20, 2022 		LPP 0.6834 0.3330 0.3622 0.4198

224

zhihaoxu 0.6833 0.3358 0.3659 0.4229

225

siyuanssss 0.6833 0.3343 0.3650 0.4219

226

Dec 01, 2021 		NoParty4PR 0.6832 0.3358 0.3644 0.4214

227

Feb. 10, 2021 		xqu19316 0.6832 0.3324 0.3623 0.4200

228

Oct. 23, 2020 		again_and_again 0.6828 0.3365 0.3665 0.4240

229

dvesely 0.6828 0.3349 0.3654 0.4227

230

Feb. 01, 2021 		Codle 0.6828 0.3347 0.3648 0.4219

231

Oct. 23, 2020 		xinghuaz 0.6827 0.3385 0.3691 0.4259

232

Aug. 28, 2020 		amgis3 0.6827 0.3320 0.3615 0.4196

233

Jun. 15, 2021 		wsm_baseline 0.6824 0.3351 0.3656 0.4225

234

Dec 26, 2021 		hieunm 0.6823 0.3326 0.3630 0.4203

235

Feb. 06, 2023 		phu.ict4138 0.6822 0.3341 0.3648 0.4216

236

Nov. 05, 2021 		raingstar 0.6820 0.3353 0.3660 0.4226

237

airi-lategame 0.6818 0.3338 0.3637 0.4213

238

huy40025071 0.6817 0.3355 0.3659 0.4235

239

Jun. 18, 2021 		wsm-soslab 0.6815 0.3358 0.3663 0.4234

240

Oct. 23, 2020 		dengjia284 0.6814 0.3325 0.3614 0.4192

241

hoangnn 0.6813 0.3331 0.3617 0.4191

242

Nhom1RecSys-Fastformer 0.6813 0.3331 0.3617 0.4191

243

Feb. 16, 2022 		feature 0.6812 0.3379 0.3690 0.4257

244

Jun. 16, 2022 		pstkim 0.6812 0.3350 0.3650 0.4224

245

Mar. 25, 2022 		TH_KIM 0.6810 0.3322 0.3624 0.4200

246

Sept. 19, 2021 		clilyn 0.6809 0.3371 0.3675 0.4243

247

Oct. 23, 2020 		ustc_jingang 0.6809 0.3337 0.3633 0.4208

248

Oct. 09, 2021 		AAU-Bruno 0.6807 0.3338 0.3634 0.4207

249

Jan. 05, 2022 		group7-lopthaylinh 0.6807 0.3338 0.3634 0.4206

250

Feb. 19, 2022 		unchat 0.6803 0.3334 0.3633 0.4205

251

Aug. 27, 2021 		yangyongqiang1 0.6800 0.3337 0.3638 0.4207

252

Oct. 23, 2020 		qqyysg 0.6799 0.3336 0.3644 0.4213

253

madmoon 0.6799 0.3316 0.3595 0.4175

254

Mar. 15, 2021 		hvv 0.6798 0.3352 0.3655 0.4223

255

Mar. 01, 2021 		hapoyige 0.6793 0.3341 0.3647 0.4215

256

Nov. 13, 2020 		YHu 0.6790 0.3338 0.3624 0.4192

257

Jan. 17, 2023 		anhductn2001 0.6789 0.3343 0.3646 0.4215

258

Jul. 25, 2021 		LiJT 0.6789 0.3321 0.3621 0.4188

259

Nov. 30, 2020 		finegrained 0.6787 0.3346 0.3653 0.4221

260

Mar. 02, 2022 		Ala-Fu 0.6786 0.3316 0.3612 0.4181

261

Mar. 25, 2021 		wangwenhua 0.6785 0.3316 0.3611 0.4181

262

Aug. 29, 2020 		Reto-hitsz 0.6783 0.3288 0.3575 0.4153

263

Mar. 24, 2023 		teopapad92 0.6780 0.3292 0.3586 0.4163

264

May. 26, 2021 		xuhongqing 0.6779 0.3287 0.3567 0.4140

265

Mar. 17, 2026 		yifanlan 0.6778 0.3282 0.3572 0.4150

266

Mar. 07, 2022 		fyzl 0.6776 0.3339 0.3640 0.4213

267

Oct. 23, 2020 		simple2better 0.6766 0.3311 0.3609 0.4184

268

Oct. 23, 2020 		shahnawaz 0.6766 0.3282 0.3576 0.4149

269

Apr. 11, 2021 		hmguo 0.6763 0.3297 0.3591 0.4163

270

garbcollec 0.6758 0.3331 0.3626 0.4188

271

Feb. 03, 2021 		Autumn 0.6754 0.3292 0.3581 0.4154

272

trankhiem 0.6751 0.3314 0.3614 0.4186

273

hungmd321 0.6751 0.3314 0.3614 0.4186

274

Jun. 19, 2021 		wsm_KoreaMoos 0.6748 0.3285 0.3569 0.4140

275

Feb. 14, 2023 		KTH_CS3 0.6740 0.3313 0.3607 0.4178

276

Jan. 01, 2022 		TranAnhVuNhom7 0.6738 0.3288 0.3570 0.4135

277

Mar. 02, 2022 		ZgDaMoWang 0.6738 0.3284 0.3571 0.4141

278

Jun. 09, 2022 		whitepurple 0.6735 0.3292 0.3573 0.4144

279

Jun. 16, 2022 		DICELab 0.6735 0.3292 0.3573 0.4144

280

Feb. 07, 2023 		vietpt 0.6733 0.3264 0.3549 0.4120

281

mrbighead 0.6730 0.3248 0.3528 0.4102

282

thuantop2003 0.6728 0.3259 0.3541 0.4115

283

Jun. 02, 2022 		cevahir 0.6725 0.3242 0.3519 0.4100

284

hungbuile04 0.6725 0.3241 0.3533 0.4108

285

Ngoc_06 0.6718 0.3225 0.3498 0.4077

286

Oct. 23, 2020 		zidane4ever21 0.6710 0.3236 0.3523 0.4093

287

chenyiqing 0.6710 0.3235 0.3511 0.4090

288

Sept. 08, 2022 		bboylyg 0.6709 0.3266 0.3546 0.4117

289

Jun. 20, 2021 		jaing885 0.6708 0.3256 0.3532 0.4105

290

Mar. 18, 2026 		peramor 0.6706 0.3260 0.3529 0.4101

291

Apr. 09, 2021 		ab25 0.6705 0.3228 0.3504 0.4083

292

Dec 28, 2021 		nhom5-nrms 0.6702 0.3241 0.3520 0.4096

293

Feb. 09, 2021 		OpenMind 0.6700 0.3277 0.3559 0.4130

294

Feb. 14, 2023 		richard007 0.6693 0.3283 0.3572 0.4141

295

Feb. 13, 2023 		khuongvd2k 0.6693 0.3283 0.3572 0.4141

296

Oct. 23, 2020 		dust 0.6691 0.3267 0.3539 0.4109

297

Jun. 06, 2021 		shuix007 0.6689 0.3225 0.3499 0.4079

298

Apr. 04, 2021 		Rachelxuan11 0.6687 0.3254 0.3525 0.4096

299

mduofg 0.6676 0.3265 0.3554 0.4120

300

ab 0.6675 0.3251 0.3533 0.4106

301

Feb. 21, 2023 		NamFam 0.6660 0.3234 0.3504 0.4076

302

Mar. 17, 2021 		jazzzminewang 0.6659 0.3236 0.3502 0.4074

303

marktang 0.6655 0.3210 0.3474 0.4044

304

dxdiag 0.6646 0.3321 0.3612 0.4170

305

Nov. 28, 2020 		TJ_Arthur 0.6646 0.3185 0.3460 0.4046

306

Jan. 28, 2022 		testtest 0.6640 0.3201 0.3479 0.4050

307

Feb. 13, 2023 		Namngo 0.6638 0.3242 0.3522 0.4093

308

Feb. 12, 2021 		akjindal53244 0.6638 0.3191 0.3466 0.4042

309

Jan. 22, 2022 		yma2 0.6635 0.3205 0.3460 0.4036

310

Jan. 04, 2022 		phucvh183608 0.6633 0.3190 0.3464 0.4038

311

Oct. 23, 2022 		zhangy7738 0.6632 0.3188 0.3451 0.4027

312

xiaxuan 0.6629 0.3180 0.3438 0.4014

313

jybdscvubyesc 0.6620 0.3197 0.3466 0.4039

314

Nov. 28, 2022 		AdarshMIND 0.6618 0.3197 0.3461 0.4038

315

Jan. 12, 2021 		freddy_2077 0.6614 0.3205 0.3473 0.4042

316

phu.ict4138 0.6612 0.3219 0.3489 0.4064

317

Dec 13, 2021 		hustnhom7 0.6605 0.3181 0.3435 0.4009

318

Apr. 28, 2021 		Hieulm 0.6594 0.3169 0.3436 0.4005

319

May. 12, 2023 		zy0055 0.6593 0.3141 0.3410 0.3994

320

Jun. 07, 2023 		wujie 0.6582 0.3167 0.3429 0.4005

321

Mar. 22, 2021 		pd 0.6575 0.3189 0.3458 0.4025

322

Mar. 25, 2021 		xulongteng 0.6571 0.3179 0.3446 0.4014

323

Jan. 29, 2021 		Silence 0.6570 0.3141 0.3384 0.3967

324

duong 0.6569 0.3177 0.3425 0.4000

325

Oct. 23, 2020 		aqweteddy 0.6566 0.3173 0.3425 0.3989

326

Feb. 13, 2023 		khuong5trieu 0.6554 0.3198 0.3467 0.4035

327

Oct. 23, 2020 		xcw 0.6554 0.3172 0.3434 0.4000

328

Jun. 02, 2021 		wsm_Mark4PM 0.6550 0.3150 0.3406 0.3982

329

Jan. 04, 2022 		TranAnhVuNhom7 0.6548 0.3125 0.3381 0.3953

330

Mar. 02, 2021 		christineC2021_1 0.6546 0.3133 0.3389 0.3963

331

Mar. 07, 2021 		jingqinghe 0.6543 0.3166 0.3428 0.3995

332

Mar. 03, 2026 		tingnanliu1 0.6529 0.3059 0.3298 0.3884

333

Apr. 25, 2021 		ThachAnh 0.6524 0.3128 0.3370 0.3950

334

Mar. 07, 2021 		mapingshuo 0.6521 0.3147 0.3408 0.3978

335

weiyezhimeng 0.6520 0.3114 0.3341 0.3921

336

trongnd106 0.6510 0.3168 0.3427 0.3994

337

Oct. 23, 2020 		AND-OR 0.6506 0.3079 0.3320 0.3898

338

Oct. 23, 2020 		drew 0.6486 0.3087 0.3333 0.3905

339

Jun. 10, 2021 		changecandy 0.6481 0.3114 0.3352 0.3922

340

Nov. 13, 2021 		KGN 0.6465 0.3085 0.3322 0.3897

341

Jan. 25, 2021 		cynricshu 0.6454 0.3000 0.3218 0.3811

342

Feb. 13, 2023 		huongnv 0.6451 0.3069 0.3306 0.3883

343

ductaingn 0.6433 0.3009 0.3257 0.3848

344

nguyennam2025 0.6426 0.3115 0.3362 0.3929

345

minhndn 0.6425 0.3054 0.3286 0.3875

346

Feb. 04, 2022 		yjin48 0.6402 0.3010 0.3225 0.3802

347

Jyonn 0.6388 0.3071 0.3316 0.3892

348

Anis 0.6365 0.3022 0.3267 0.3839

349

Mar. 24, 2026 		new_lmy 0.6364 0.3061 0.3281 0.3848

350

Nov. 21, 2021 		surupendu 0.6363 0.2987 0.3206 0.3781

351

Aug. 10, 2021 		tj2364 0.6354 0.2986 0.3205 0.3784

352

MengTong 0.6350 0.3007 0.3249 0.3821

353

Aug. 27, 2020 		gaojx 0.6342 0.3112 0.3358 0.3919

354

Apr. 27, 2023 		zxpyouming 0.6340 0.3008 0.3219 0.3790

355

gminh1503 0.6315 0.2993 0.3211 0.3790

356

dylanqi 0.6294 0.2977 0.3207 0.3782

357

vancurv 0.6287 0.3027 0.3264 0.3828

358

dangptpt 0.6286 0.2942 0.3148 0.3727

359

Feb. 23, 2021 		TerryMa 0.6251 0.2919 0.3141 0.3718

360

zy0055 0.6243 0.2901 0.3093 0.3669

361

trung061204 0.6209 0.2870 0.3097 0.3687

362

Jan. 23, 2021 		ifan 0.6204 0.2847 0.3039 0.3625

363

Jan. 25, 2022 		miabao 0.6174 0.2882 0.3059 0.3646

364

Dec 01, 2021 		Lil.Forest 0.6172 0.2910 0.3126 0.3699

365

Jun. 19, 2021 		WSM_winwin 0.6166 0.2949 0.3166 0.3730

366

pavt1024 0.6010 0.2877 0.3057 0.3612

367

Oct. 23, 2020 		tcchiang 0.5950 0.2794 0.2974 0.3551

368

Dec 09, 2022 		cmchen 0.5942 0.2744 0.2899 0.3464

369

KennyW 0.5942 0.2742 0.2898 0.3458

370

Dec 04, 2021 		saran_pandian 0.5861 0.2717 0.2877 0.3448

371

Mar. 05, 2021 		Mluleki 0.5848 0.2641 0.2778 0.3352

372

Aug. 26, 2020 		learner 0.5847 0.2648 0.2786 0.3361

373

Dec 17, 2021 		psasikarn 0.5825 0.2731 0.2885 0.3448

374

Jan. 28, 2022 		liwencong 0.5821 0.2626 0.2759 0.3341

375

Trong 0.5809 0.2738 0.2889 0.3446

376

Mar. 07, 2022 		nitesh.sawadia 0.5780 0.2620 0.2773 0.3358

377

sim 0.5711 0.2596 0.2715 0.3293

378

Jun. 07, 2021 		chang861224 0.5703 0.2769 0.2945 0.3495

379

Jun. 15, 2022 		group_5 0.5680 0.2575 0.2698 0.3268

380

Feb. 12, 2021 		lwj 0.5519 0.2469 0.2573 0.3136

381

lx600 0.5449 0.2443 0.2552 0.3117

382

Jan. 05, 2022 		shoemaker 0.5397 0.2475 0.2574 0.3135

383

youn97 0.5379 0.2458 0.2566 0.3128

384

ashok03 0.5310 0.2387 0.2468 0.3023

385

Jun. 01, 2021 		YJack0000 0.5246 0.2364 0.2422 0.2990

386

dangkh 0.5227 0.2381 0.2427 0.2973

387

May. 13, 2021 		Brucenccu 0.5221 0.2328 0.2380 0.2938

388

Jan. 14, 2023 		a-borel 0.5221 0.2319 0.2373 0.2930

389

Mar. 04, 2022 		vancurv 0.5218 0.2370 0.2415 0.2961

390

Jul. 02, 2021 		Leon-chang 0.5207 0.2318 0.2385 0.2948

391

Jan. 06, 2021 		zichongli 0.5183 0.2348 0.2427 0.2983

392

Aug. 24, 2020 		cs880141 0.5180 0.2327 0.2395 0.2953

393

Jan. 06, 2021 		xhran2011 0.5170 0.2339 0.2416 0.2972

394

Jan. 06, 2021 		xhran2010 0.5170 0.2339 0.2416 0.2972

395

Mar. 15, 2022 		usydnlp 0.5167 0.2375 0.2452 0.2998

396

May. 24, 2023 		beckersense 0.5158 0.2336 0.2383 0.2932

397

NijiaMo 0.5144 0.2308 0.2381 0.2942

398

Jan. 18, 2021 		christineC2021_2 0.5130 0.2296 0.2363 0.2924

399

Dec 05, 2021 		jingda_yu 0.5127 0.2299 0.2337 0.2893

400

Aug. 16, 2022 		lsx_0816 0.5108 0.2268 0.2328 0.2885

401

Apr. 04, 2022 		jkrse 0.5060 0.2249 0.2309 0.2869

402

Aug. 26, 2020 		cdj0311 0.5059 0.2290 0.2350 0.2900

403

Jun. 15, 2022 		pneuma 0.5058 0.2274 0.2339 0.2899

404

Aug. 18, 2022 		JiangxuLin 0.5023 0.2244 0.2302 0.2858

405

Jun. 18, 2021 		DaveWuuu 0.5020 0.2236 0.2310 0.2872

406

May. 05, 2022 		Jingqi_wang 0.5018 0.2269 0.2335 0.2886

407

Aug. 26, 2020 		zhoubang1 0.5009 0.2256 0.2316 0.2869

408

Sept. 02, 2022 		JiangxuLin 0.5009 0.2214 0.2265 0.2821

409

Jun. 15, 2022 		Hakjong 0.5006 0.2249 0.2306 0.2859

410

thomsoren 0.5005 0.2242 0.2298 0.2852

411

May. 28, 2023 		doistha 0.5004 0.2250 0.2317 0.2878

412

Jan. 05, 2021 		rockandroll 0.5003 0.2239 0.2294 0.2849

413

Jan. 01, 2023 		KhuoVie 0.5003 0.2238 0.2293 0.2847

414

Aug. 25, 2020 		bird 0.5002 0.2248 0.2304 0.2862

415

Layotiver 0.5001 0.2240 0.2299 0.2851

416

Dec 19, 2021 		PradaBear 0.5001 0.2236 0.2291 0.2846

417

coangshrimp 0.5000 0.2240 0.2295 0.2850

418

Jun. 06, 2021 		david116711 0.5000 0.2239 0.2294 0.2849

419

morganfang 0.5000 0.2236 0.2291 0.2845

420

jayhwanlee 0.5000 0.2236 0.2291 0.2845

421

XUX 0.5000 0.2236 0.2291 0.2845

422

mysorf 0.4997 0.2237 0.2291 0.2846

423

Dec 23, 2022 		longtruongv 0.4988 0.2232 0.2289 0.2845

424

jppoleb 0.4956 0.2296 0.2415 0.2931

425

Nov. 02, 2022 		ali_c 0.4921 0.2211 0.2268 0.2821

426

Dec 07, 2021 		Yoon 0.4870 0.2194 0.2244 0.2795

427

Mar. 19, 2022 		leemeng 0.4800 0.2150 0.2197 0.2743

428

Apr. 14, 2022 		pevnak 0.4798 0.2136 0.2198 0.2758