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

Jun. 23, 2026 		zetik 0.7326 0.3780 0.4175 0.4735

2

May. 29, 2026 		newsbang 0.7316 0.3768 0.4162 0.4722

3

Oct. 05, 2021 		UniUM-Fastformer-Pretrain 0.7304 0.3770 0.4180 0.4718

4

Sept. 02, 2021 		MINER 0.7275 0.3724 0.4102 0.4661

5

_dctr 0.7272 0.3727 0.4112 0.4673

6

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

7

SRIN_LAI 0.7257 0.3695 0.4067 0.4632

8

Dec 27, 2022 		tuyendv 0.7256 0.3720 0.4101 0.4660

9

Oct. 05, 2022 		quynhnl 0.7256 0.3720 0.4101 0.4660

10

Sept. 14, 2022 		pengwj 0.7256 0.3720 0.4101 0.4660

11

Jan. 30, 2022 		who_am_I 0.7252 0.3709 0.4089 0.4647

12

Feb. 10, 2022 		Riiid 0.7252 0.3709 0.4089 0.4647

13

fangy 0.7249 0.3710 0.4093 0.4655

14

JZSAWYER 0.7247 0.3714 0.4094 0.4652

15

lnyue 0.7246 0.3711 0.4091 0.4650

16

Jan. 13, 2022 		SUDA_NLP_HY 0.7244 0.3691 0.4065 0.4627

17

Mar. 04, 2021 		UniUM 0.7243 0.3706 0.4101 0.4644

18

Dec 28, 2021 		rollingUp 0.7242 0.3689 0.4062 0.4624

19

May. 21, 2026 		kemalli 0.7212 0.3678 0.4049 0.4612

20

Feb. 19, 2023 		luzepu 0.7211 0.3676 0.4047 0.4608

21

Dec 26, 2021 		NoParty4PR 0.7210 0.3667 0.4040 0.4602

22

wdacheng 0.7210 0.3654 0.4019 0.4584

23

Feb. 27, 2021 		chenghuige 0.7209 0.3676 0.4040 0.4597

24

Jul. 13, 2026 		i4never 0.7209 0.3661 0.4029 0.4595

25

Feb. 01, 2023 		kevin_zzh 0.7208 0.3676 0.4046 0.4608

26

Jul. 12, 2026 		koen666 0.7208 0.3675 0.4046 0.4610

27

Feb. 26, 2021 		UNBERT 0.7207 0.3677 0.4041 0.4602

28

phviethoang 0.7201 0.3688 0.4059 0.4617

29

Jan. 19, 2022 		only2233 0.7201 0.3688 0.4059 0.4617

30

Mar. 13, 2026 		mengsong 0.7201 0.3688 0.4059 0.4617

31

Feb. 05, 2023 		cuongnx20190040 0.7201 0.3688 0.4059 0.4617

32

Mar. 20, 2023 		cgw 0.7201 0.3688 0.4059 0.4617

33

May. 19, 2026 		kemalau 0.7199 0.3660 0.4023 0.4587

34

Jun. 21, 2021 		wsm_SotA 0.7196 0.3636 0.3998 0.4560

35

Mar. 28, 2026 		wuhao 0.7195 0.3660 0.4025 0.4588

36

Jul. 31, 2026 		jianchunyang 0.7189 0.3649 0.4012 0.4576

37

Mar. 24, 2023 		mduofg 0.7186 0.3630 0.3989 0.4557

38

Mar. 30, 2026 		lifanyao 0.7185 0.3677 0.4046 0.4605

39

Test_srn_team_rec 0.7184 0.3617 0.3971 0.4541

40

lichenyu 0.7183 0.3632 0.3996 0.4561

41

Apr. 30, 2026 		v1ceversa 0.7179 0.3612 0.3970 0.4536

42

Dec 17, 2021 		rollingUp 0.7175 0.3632 0.3998 0.4562

43

shouju 0.7171 0.3611 0.3964 0.4534

44

ranranran 0.7171 0.3609 0.3966 0.4536

45

wubin 0.7162 0.3628 0.3988 0.4555

46

Dec 09, 2022 		LeonChang 0.7157 0.3612 0.3966 0.4532

47

Jun. 13, 2023 		Yaobink 0.7153 0.3615 0.3978 0.4542

48

Apr. 21, 2026 		overwindows 0.7144 0.3621 0.3975 0.4539

49

Oct. 23, 2020 		wcy419hh 0.7143 0.3616 0.3967 0.4529

50

Oct. 23, 2020 		fuxictr 0.7143 0.3613 0.3964 0.4526

51

Oct. 26, 2022 		xdr 0.7139 0.3591 0.3937 0.4509

52

Jan. 10, 2022 		guody 0.7137 0.3613 0.3962 0.4527

53

May. 06, 2026 		madsrassers 0.7136 0.3596 0.3942 0.4511

54

have_a_try 0.7134 0.3643 0.4002 0.4561

55

Dec 15, 2021 		Lil.Forest 0.7134 0.3591 0.3951 0.4518

56

Apr. 05, 2026 		qianli 0.7127 0.3589 0.3934 0.4502

57

chenyue 0.7124 0.3588 0.3940 0.4507

58

Tingnan 0.7124 0.3582 0.3930 0.4497

59

Mar. 11, 2026 		tienkhoina 0.7122 0.3608 0.3977 0.4543

60

Bonj0ur 0.7118 0.3633 0.3996 0.4556

61

Jan. 14, 2022 		xcdt123 0.7118 0.3584 0.3939 0.4502

62

Nov. 28, 2022 		Rui 0.7116 0.3573 0.3922 0.4489

63

Jan. 12, 2022 		fake_news 0.7116 0.3549 0.3888 0.4461

64

Oct. 23, 2020 		dtsnu 0.7114 0.3568 0.3916 0.4485

65

JunyiChen 0.7113 0.3597 0.3954 0.4518

66

Oct. 23, 2020 		started2givingup 0.7113 0.3585 0.3933 0.4498

67

Feb. 11, 2022 		haibaraqy 0.7112 0.3546 0.3888 0.4458

68

Sept. 27, 2022 		vincentni 0.7108 0.3560 0.3906 0.4473

69

Mar. 01, 2021 		akirasosa 0.7103 0.3539 0.3876 0.4445

70

May. 27, 2021 		SFI 0.7101 0.3577 0.3922 0.4485

71

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

72

Dec 31, 2021 		fake_news 0.7099 0.3579 0.3927 0.4497

73

Jun. 16, 2026 		bannie 0.7099 0.3557 0.3905 0.4473

74

Oct. 23, 2020 		oahciy 0.7096 0.3540 0.3883 0.4454

75

Oct. 23, 2020 		WONNIU 0.7095 0.3569 0.3916 0.4481

76

Jun. 13, 2021 		wsm_88888888 0.7092 0.3541 0.3881 0.4448

77

Yaobink 0.7088 0.3554 0.3902 0.4470

78

Aug. 10, 2021 		martin_bi 0.7085 0.3581 0.3926 0.4489

79

Jan. 13, 2022 		xcdt123 0.7085 0.3541 0.3885 0.4455

80

Feb. 01, 2021 		codefish 0.7082 0.3560 0.3897 0.4457

81

Sept. 08, 2022 		yujunhao 0.7081 0.3535 0.3866 0.4436

82

tienkhoina 0.7079 0.3559 0.3907 0.4479

83

jwy 0.7076 0.3564 0.3909 0.4475

84

Apr. 05, 2026 		a-znkkkk 0.7074 0.3541 0.3877 0.4447

85

Mads_Rasmussen 0.7073 0.3543 0.3882 0.4451

86

haibaraqy 0.7066 0.3526 0.3858 0.4426

87

Oct. 23, 2020 		NoahRS 0.7061 0.3552 0.3895 0.4459

88

Dec 05, 2021 		smhe 0.7060 0.3544 0.3891 0.4457

89

Oct. 19, 2021 		doubleQ 0.7059 0.3514 0.3847 0.4418

90

Jul. 18, 2021 		DistillRec 0.7057 0.3552 0.3896 0.4458

91

Feb. 04, 2021 		littlefile 0.7052 0.3535 0.3869 0.4432

92

Mar. 25, 2026 		ethyl 0.7048 0.3555 0.3909 0.4472

93

Oct. 23, 2020 		Ravox 0.7048 0.3505 0.3845 0.4416

94

sonchuate 0.7047 0.3516 0.3841 0.4406

95

martinmarshall 0.7042 0.3561 0.3901 0.4462

96

Jun. 14, 2021 		guiltrex 0.7038 0.3504 0.3838 0.4408

97

tsrankPh 0.7038 0.3488 0.3814 0.4388

98

Mar. 16, 2022 		veason 0.7033 0.3535 0.3860 0.4429

99

Jun. 24, 2026 		superbabara 0.7033 0.3498 0.3831 0.4399

100

Oct. 23, 2020 		Qinne 0.7032 0.3496 0.3830 0.4397

101

Apr. 27, 2021 		MengyanZhang 0.7031 0.3496 0.3833 0.4403

102

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

103

Mar. 13, 2023 		Ricky 0.7019 0.3470 0.3794 0.4365

104

Jun. 30, 2026 		louisa 0.7018 0.3503 0.3827 0.4399

105

HaoranTan 0.7018 0.3493 0.3824 0.4398

106

Fantasyli 0.7016 0.3482 0.3808 0.4380

107

Feb. 07, 2021 		MIND_Organizer 0.7012 0.3482 0.3808 0.4377

108

Jan. 13, 2023 		mytest 0.7011 0.3446 0.3768 0.4346

109

ganweinan 0.7009 0.3514 0.3856 0.4420

110

Jul. 11, 2022 		lab207_kui 0.7005 0.3475 0.3793 0.4363

111

Nov. 11, 2021 		noah_lijian 0.7004 0.3475 0.3803 0.4374

112

namnguyenba0604 0.6998 0.3468 0.3792 0.4364

113

Jun. 23, 2022 		test_competition 0.6997 0.3473 0.3796 0.4363

114

Feb. 09, 2022 		Kimyungi 0.6993 0.3463 0.3780 0.4352

115

luozhhh 0.6993 0.3457 0.3780 0.4353

116

Nov. 25, 2021 		Coloratura 0.6991 0.3475 0.3793 0.4365

117

Apr. 02, 2026 		vin39 0.6984 0.3440 0.3767 0.4345

118

Oct. 23, 2020 		xyzhang 0.6980 0.3476 0.3814 0.4383

119

Oct. 23, 2020 		YangZhenghong 0.6979 0.3480 0.3809 0.4377

120

Oct. 23, 2020 		gcc_microsoft 0.6979 0.3479 0.3806 0.4373

121

mytest 0.6979 0.3438 0.3755 0.4331

122

Aug. 31, 2022 		chenyipu 0.6978 0.3467 0.3796 0.4366

123

lyw 0.6971 0.3445 0.3763 0.4335

124

Mar. 26, 2026 		dulig1902 0.6970 0.3459 0.3774 0.4345

125

Dec 09, 2021 		hawei 0.6969 0.3422 0.3732 0.4309

126

Oct. 23, 2020 		huailei 0.6968 0.3492 0.3812 0.4386

127

Oct. 23, 2020 		hanyan 0.6964 0.3441 0.3764 0.4336

128

Feb. 21, 2021 		Chenbin_Zhang 0.6960 0.3469 0.3791 0.4356

129

Jan. 15, 2022 		h_h_h_h_h_h_ 0.6960 0.3467 0.3793 0.4361

130

kirbyye 0.6960 0.3424 0.3735 0.4312

131

Aug. 31, 2022 		xiaoxiang 0.6959 0.3435 0.3752 0.4321

132

Jun. 20, 2021 		ml4lyfe 0.6957 0.3452 0.3778 0.4350

133

davidpenta 0.6957 0.3425 0.3739 0.4312

134

gittbin 0.6956 0.3441 0.3760 0.4331

135

andrew_the_drawer 0.6956 0.3425 0.3741 0.4317

136

Oct. 23, 2020 		lixmcm 0.6952 0.3438 0.3765 0.4335

137

Jan. 27, 2022 		HerbertOnRoad 0.6952 0.3433 0.3747 0.4317

138

Nov. 30, 2021 		Liangzhuge 0.6951 0.3460 0.3785 0.4353

139

Nov. 12, 2022 		testtesttest 0.6951 0.3452 0.3777 0.4348

140

Oct. 23, 2020 		duchunning 0.6951 0.3428 0.3753 0.4324

141

Oct. 23, 2020 		fanxiaoxing 0.6949 0.3448 0.3770 0.4336

142

Apr. 08, 2021 		libowei 0.6948 0.3456 0.3773 0.4338

143

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

144

Jan. 03, 2021 		Chiu 0.6946 0.3444 0.3759 0.4326

145

Feb. 02, 2021 		Ruixinhua 0.6943 0.3433 0.3748 0.4318

146

Oct. 23, 2020 		overlord 0.6942 0.3445 0.3767 0.4332

147

Apr. 25, 2022 		SunYunLong 0.6941 0.3422 0.3739 0.4311

148

May. 22, 2023 		xiaoxiang 0.6938 0.3423 0.3738 0.4311

149

Oct. 23, 2020 		id500 0.6935 0.3451 0.3773 0.4344

150

husthusthust 0.6935 0.3423 0.3742 0.4310

151

Jan. 18, 2022 		zclfe 0.6934 0.3433 0.3752 0.4322

152

Dec 03, 2020 		msj 0.6932 0.3432 0.3745 0.4312

153

Dec 27, 2021 		christineC2021 0.6932 0.3419 0.3733 0.4303

154

Aug. 19, 2021 		kuailede_cr 0.6931 0.3424 0.3738 0.4309

155

Dec 01, 2021 		smhe 0.6930 0.3459 0.3781 0.4347

156

ctthong18 0.6926 0.3457 0.3779 0.4345

157

Jun. 20, 2021 		wsm_victor 0.6926 0.3441 0.3762 0.4325

158

Jun. 20, 2021 		JamesCYL 0.6926 0.3441 0.3762 0.4325

159

Jul. 31, 2022 		Jiawei_ust 0.6926 0.3415 0.3731 0.4298

160

Apr. 24, 2021 		chenyipu 0.6925 0.3416 0.3731 0.4304

161

mango_yx 0.6925 0.3395 0.3712 0.4289

162

Oct. 23, 2020 		Ironball 0.6923 0.3440 0.3778 0.4351

163

Feb. 28, 2023 		MEM 0.6922 0.3385 0.3704 0.4280

164

Sept. 17, 2022 		Area 0.6918 0.3412 0.3722 0.4297

165

LLC 0.6918 0.3407 0.3719 0.4288

166

Apr. 13, 2021 		peijie 0.6918 0.3393 0.3708 0.4282

167

Oct. 27, 2022 		xiezheyong 0.6917 0.3432 0.3744 0.4314

168

Nov. 18, 2021 		zwt 0.6917 0.3415 0.3728 0.4305

169

Jun. 19, 2021 		breezedeus 0.6915 0.3409 0.3723 0.4296

170

Nov. 09, 2021 		Tmail 0.6912 0.3425 0.3733 0.4301

171

Dec 18, 2021 		Zongzhihan 0.6912 0.3421 0.3731 0.4306

172

Oct. 23, 2020 		fit4you 0.6910 0.3413 0.3732 0.4307

173

Feb. 06, 2023 		kiennt10 0.6908 0.3392 0.3706 0.4281

174

nhom1_kpw 0.6906 0.3493 0.3822 0.4380

175

forest 0.6905 0.3389 0.3698 0.4272

176

Mar. 15, 2022 		xyqq 0.6904 0.3398 0.3712 0.4285

177

Jun. 17, 2021 		QQs 0.6903 0.3419 0.3735 0.4299

178

Oct. 23, 2020 		AndreaChao 0.6903 0.3413 0.3727 0.4299

179

Jun. 17, 2021 		Bravooo 0.6902 0.3419 0.3735 0.4299

180

Dec 01, 2021 		hhhhh 0.6902 0.3412 0.3730 0.4297

181

Nov. 30, 2021 		destinylu 0.6902 0.3412 0.3730 0.4297

182

Oct. 23, 2020 		Ivy 0.6901 0.3414 0.3726 0.4299

183

jiarui 0.6900 0.3405 0.3714 0.4285

184

Jun. 21, 2021 		wsm_EasternHarvard 0.6899 0.3385 0.3685 0.4255

185

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

186

Jan. 25, 2021 		Nick1998 0.6897 0.3380 0.3686 0.4258

187

Jun. 02, 2022 		laiping 0.6893 0.3383 0.3687 0.4263

188

YJH0804 0.6893 0.3373 0.3679 0.4253

189

Oct. 23, 2020 		changebin 0.6888 0.3396 0.3706 0.4273

190

Jan. 12, 2021 		saltyfish 0.6886 0.3357 0.3667 0.4239

191

Jun. 20, 2021 		Sony 0.6884 0.3382 0.3690 0.4255

192

Jun. 19, 2021 		chuyueh 0.6882 0.3398 0.3709 0.4273

193

Apr. 21, 2023 		Yuemiao 0.6881 0.3425 0.3741 0.4306

194

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

195

Dec 31, 2021 		wzz2579421845 0.6878 0.3386 0.3695 0.4261

196

Jiyounglee 0.6878 0.3371 0.3677 0.4253

197

May. 02, 2023 		maiph 0.6876 0.3377 0.3685 0.4253

198

Apr. 17, 2022 		jiangyt 0.6874 0.3391 0.3705 0.4275

199

Jan. 28, 2021 		kkq10466 0.6872 0.3359 0.3665 0.4239

200

xbj 0.6872 0.3352 0.3656 0.4232

201

Sept. 01, 2020 		yupei 0.6867 0.3404 0.3721 0.4288

202

Sept. 02, 2021 		ReleaseWang 0.6867 0.3372 0.3674 0.4248

203

May. 08, 2026 		yufan 0.6866 0.3365 0.3664 0.4242

204

Jan. 15, 2021 		fzy37920 0.6866 0.3357 0.3664 0.4236

205

Feb. 22, 2021 		qxe34517 0.6866 0.3344 0.3651 0.4226

206

Sept. 24, 2021 		HJS_TJU 0.6865 0.3377 0.3681 0.4252

207

Jan. 04, 2021 		alexchiu 0.6864 0.3360 0.3659 0.4234

208

May. 24, 2022 		Whonor 0.6863 0.3371 0.3674 0.4245

209

Sept. 01, 2020 		majinc 0.6862 0.3397 0.3705 0.4274

210

Oct. 23, 2020 		Tsar 0.6862 0.3374 0.3676 0.4253

211

Jan. 29, 2021 		Spring_945 0.6861 0.3379 0.3689 0.4256

212

Jan. 02, 2021 		NAML 0.6861 0.3377 0.3688 0.4260

213

Nov. 20, 2020 		ConnollyLeon 0.6860 0.3363 0.3668 0.4237

214

Mar. 31, 2022 		DengLi 0.6859 0.3385 0.3688 0.4260

215

Jan. 05, 2022 		nhom5 0.6858 0.3369 0.3676 0.4249

216

Jun. 19, 2021 		tingting0119 0.6858 0.3358 0.3664 0.4234

217

Mar. 19, 2026 		lelele 0.6856 0.3384 0.3689 0.4262

218

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

219

Nov. 26, 2022 		PekingXJL 0.6854 0.3367 0.3676 0.4247

220

Mar. 05, 2026 		zyy_catcat 0.6854 0.3331 0.3622 0.4199

221

Jul. 21, 2021 		csb266 0.6853 0.3377 0.3678 0.4247

222

Feb. 10, 2021 		ybm15387 0.6851 0.3322 0.3624 0.4201

223

Mar. 31, 2023 		lyw 0.6850 0.3278 0.3557 0.4146

224

Dec 27, 2021 		Group_1_IT4613_20211_HUST 0.6848 0.3367 0.3672 0.4242

225

Jan. 10, 2022 		Jyonn 0.6846 0.3405 0.3717 0.4282

226

Aug. 04, 2022 		ShangxiWu 0.6846 0.3383 0.3699 0.4270

227

Oct. 23, 2020 		heroddaji 0.6845 0.3376 0.3677 0.4244

228

Dec 25, 2022 		ducchudinh 0.6844 0.3363 0.3670 0.4238

229

Dec 13, 2021 		LURM 0.6844 0.3361 0.3654 0.4229

230

TianTian_Zhang 0.6841 0.3355 0.3662 0.4232

231

khanh 0.6838 0.3339 0.3634 0.4210

232

aditya117b 0.6838 0.3330 0.3612 0.4187

233

Feb. 07, 2023 		nghgphi 0.6837 0.3358 0.3662 0.4233

234

Feb. 03, 2021 		Cora 0.6836 0.3356 0.3665 0.4235

235

Oct. 25, 2020 		faysir 0.6836 0.3343 0.3644 0.4219

236

huynx1190M 0.6835 0.3360 0.3663 0.4230

237

Aug. 27, 2020 		CyberFish 0.6834 0.3373 0.3683 0.4258

238

May. 20, 2022 		LPP 0.6834 0.3330 0.3622 0.4198

239

zhihaoxu 0.6833 0.3358 0.3659 0.4229

240

siyuanssss 0.6833 0.3343 0.3650 0.4219

241

Dec 01, 2021 		NoParty4PR 0.6832 0.3358 0.3644 0.4214

242

Feb. 10, 2021 		xqu19316 0.6832 0.3324 0.3623 0.4200

243

Oct. 23, 2020 		again_and_again 0.6828 0.3365 0.3665 0.4240

244

dvesely 0.6828 0.3349 0.3654 0.4227

245

Feb. 01, 2021 		Codle 0.6828 0.3347 0.3648 0.4219

246

Oct. 23, 2020 		xinghuaz 0.6827 0.3385 0.3691 0.4259

247

Aug. 28, 2020 		amgis3 0.6827 0.3320 0.3615 0.4196

248

Jun. 15, 2021 		wsm_baseline 0.6824 0.3351 0.3656 0.4225

249

Dec 26, 2021 		hieunm 0.6823 0.3326 0.3630 0.4203

250

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

251

Nov. 05, 2021 		raingstar 0.6820 0.3353 0.3660 0.4226

252

airi-lategame 0.6818 0.3338 0.3637 0.4213

253

huy40025071 0.6817 0.3355 0.3659 0.4235

254

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

255

Oct. 23, 2020 		dengjia284 0.6814 0.3325 0.3614 0.4192

256

hoangnn 0.6813 0.3331 0.3617 0.4191

257

Nhom1RecSys-Fastformer 0.6813 0.3331 0.3617 0.4191

258

Feb. 16, 2022 		feature 0.6812 0.3379 0.3690 0.4257

259

Jun. 16, 2022 		pstkim 0.6812 0.3350 0.3650 0.4224

260

Mar. 25, 2022 		TH_KIM 0.6810 0.3322 0.3624 0.4200

261

Sept. 19, 2021 		clilyn 0.6809 0.3371 0.3675 0.4243

262

Oct. 23, 2020 		ustc_jingang 0.6809 0.3337 0.3633 0.4208

263

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

264

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

265

Feb. 19, 2022 		unchat 0.6803 0.3334 0.3633 0.4205

266

Aug. 27, 2021 		yangyongqiang1 0.6800 0.3337 0.3638 0.4207

267

Oct. 23, 2020 		qqyysg 0.6799 0.3336 0.3644 0.4213

268

madmoon 0.6799 0.3316 0.3595 0.4175

269

Mar. 15, 2021 		hvv 0.6798 0.3352 0.3655 0.4223

270

Mar. 01, 2021 		hapoyige 0.6793 0.3341 0.3647 0.4215

271

Nov. 13, 2020 		YHu 0.6790 0.3338 0.3624 0.4192

272

Jan. 17, 2023 		anhductn2001 0.6789 0.3343 0.3646 0.4215

273

Jul. 25, 2021 		LiJT 0.6789 0.3321 0.3621 0.4188

274

Nov. 30, 2020 		finegrained 0.6787 0.3346 0.3653 0.4221

275

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

276

Mar. 25, 2021 		wangwenhua 0.6785 0.3316 0.3611 0.4181

277

May. 13, 2026 		hhhhh123456 0.6785 0.3312 0.3609 0.4178

278

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

279

Mar. 24, 2023 		teopapad92 0.6780 0.3292 0.3586 0.4163

280

May. 26, 2021 		xuhongqing 0.6779 0.3287 0.3567 0.4140

281

Mar. 17, 2026 		yifanlan 0.6778 0.3282 0.3572 0.4150

282

Mar. 07, 2022 		fyzl 0.6776 0.3339 0.3640 0.4213

283

Oct. 23, 2020 		simple2better 0.6766 0.3311 0.3609 0.4184

284

Oct. 23, 2020 		shahnawaz 0.6766 0.3282 0.3576 0.4149

285

Apr. 11, 2021 		hmguo 0.6763 0.3297 0.3591 0.4163

286

garbcollec 0.6758 0.3331 0.3626 0.4188

287

Feb. 03, 2021 		Autumn 0.6754 0.3292 0.3581 0.4154

288

trankhiem 0.6751 0.3314 0.3614 0.4186

289

hungmd321 0.6751 0.3314 0.3614 0.4186

290

Jun. 19, 2021 		wsm_KoreaMoos 0.6748 0.3285 0.3569 0.4140

291

Feb. 14, 2023 		KTH_CS3 0.6740 0.3313 0.3607 0.4178

292

Jan. 01, 2022 		TranAnhVuNhom7 0.6738 0.3288 0.3570 0.4135

293

Mar. 02, 2022 		ZgDaMoWang 0.6738 0.3284 0.3571 0.4141

294

Jun. 09, 2022 		whitepurple 0.6735 0.3292 0.3573 0.4144

295

Jun. 16, 2022 		DICELab 0.6735 0.3292 0.3573 0.4144

296

Feb. 07, 2023 		vietpt 0.6733 0.3264 0.3549 0.4120

297

mrbighead 0.6730 0.3248 0.3528 0.4102

298

thuantop2003 0.6728 0.3259 0.3541 0.4115

299

Jun. 02, 2022 		cevahir 0.6725 0.3242 0.3519 0.4100

300

hungbuile04 0.6725 0.3241 0.3533 0.4108

301

Ngoc_06 0.6718 0.3225 0.3498 0.4077

302

Oct. 23, 2020 		zidane4ever21 0.6710 0.3236 0.3523 0.4093

303

chenyiqing 0.6710 0.3235 0.3511 0.4090

304

Sept. 08, 2022 		bboylyg 0.6709 0.3266 0.3546 0.4117

305

Jun. 20, 2021 		jaing885 0.6708 0.3256 0.3532 0.4105

306

Mar. 18, 2026 		peramor 0.6706 0.3260 0.3529 0.4101

307

Apr. 09, 2021 		ab25 0.6705 0.3228 0.3504 0.4083

308

Dec 28, 2021 		nhom5-nrms 0.6702 0.3241 0.3520 0.4096

309

Feb. 09, 2021 		OpenMind 0.6700 0.3277 0.3559 0.4130

310

Feb. 14, 2023 		richard007 0.6693 0.3283 0.3572 0.4141

311

Feb. 13, 2023 		khuongvd2k 0.6693 0.3283 0.3572 0.4141

312

Oct. 23, 2020 		dust 0.6691 0.3267 0.3539 0.4109

313

Jun. 06, 2021 		shuix007 0.6689 0.3225 0.3499 0.4079

314

Apr. 04, 2021 		Rachelxuan11 0.6687 0.3254 0.3525 0.4096

315

mduofg 0.6676 0.3265 0.3554 0.4120

316

ab 0.6675 0.3251 0.3533 0.4106

317

Feb. 21, 2023 		NamFam 0.6660 0.3234 0.3504 0.4076

318

Mar. 17, 2021 		jazzzminewang 0.6659 0.3236 0.3502 0.4074

319

marktang 0.6655 0.3210 0.3474 0.4044

320

dxdiag 0.6646 0.3321 0.3612 0.4170

321

Nov. 28, 2020 		TJ_Arthur 0.6646 0.3185 0.3460 0.4046

322

Jan. 28, 2022 		testtest 0.6640 0.3201 0.3479 0.4050

323

Feb. 13, 2023 		Namngo 0.6638 0.3242 0.3522 0.4093

324

Feb. 12, 2021 		akjindal53244 0.6638 0.3191 0.3466 0.4042

325

Jan. 22, 2022 		yma2 0.6635 0.3205 0.3460 0.4036

326

Jan. 04, 2022 		phucvh183608 0.6633 0.3190 0.3464 0.4038

327

Oct. 23, 2022 		zhangy7738 0.6632 0.3188 0.3451 0.4027

328

xiaxuan 0.6629 0.3180 0.3438 0.4014

329

jybdscvubyesc 0.6620 0.3197 0.3466 0.4039

330

Nov. 28, 2022 		AdarshMIND 0.6618 0.3197 0.3461 0.4038

331

Jan. 12, 2021 		freddy_2077 0.6614 0.3205 0.3473 0.4042

332

phu.ict4138 0.6612 0.3219 0.3489 0.4064

333

Dec 13, 2021 		hustnhom7 0.6605 0.3181 0.3435 0.4009

334

Apr. 28, 2021 		Hieulm 0.6594 0.3169 0.3436 0.4005

335

May. 12, 2023 		zy0055 0.6593 0.3141 0.3410 0.3994

336

Jun. 07, 2023 		wujie 0.6582 0.3167 0.3429 0.4005

337

Mar. 22, 2021 		pd 0.6575 0.3189 0.3458 0.4025

338

Mar. 25, 2021 		xulongteng 0.6571 0.3179 0.3446 0.4014

339

Jan. 29, 2021 		Silence 0.6570 0.3141 0.3384 0.3967

340

duong 0.6569 0.3177 0.3425 0.4000

341

Oct. 23, 2020 		aqweteddy 0.6566 0.3173 0.3425 0.3989

342

Feb. 13, 2023 		khuong5trieu 0.6554 0.3198 0.3467 0.4035

343

Oct. 23, 2020 		xcw 0.6554 0.3172 0.3434 0.4000

344

Jun. 02, 2021 		wsm_Mark4PM 0.6550 0.3150 0.3406 0.3982

345

Jan. 04, 2022 		TranAnhVuNhom7 0.6548 0.3125 0.3381 0.3953

346

Mar. 02, 2021 		christineC2021_1 0.6546 0.3133 0.3389 0.3963

347

Mar. 07, 2021 		jingqinghe 0.6543 0.3166 0.3428 0.3995

348

Mar. 03, 2026 		tingnanliu1 0.6529 0.3059 0.3298 0.3884

349

Apr. 25, 2021 		ThachAnh 0.6524 0.3128 0.3370 0.3950

350

Mar. 07, 2021 		mapingshuo 0.6521 0.3147 0.3408 0.3978

351

weiyezhimeng 0.6520 0.3114 0.3341 0.3921

352

trongnd106 0.6510 0.3168 0.3427 0.3994

353

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

354

Oct. 23, 2020 		drew 0.6486 0.3087 0.3333 0.3905

355

Jun. 10, 2021 		changecandy 0.6481 0.3114 0.3352 0.3922

356

Nov. 13, 2021 		KGN 0.6465 0.3085 0.3322 0.3897

357

Jan. 25, 2021 		cynricshu 0.6454 0.3000 0.3218 0.3811

358

Feb. 13, 2023 		huongnv 0.6451 0.3069 0.3306 0.3883

359

ductaingn 0.6433 0.3009 0.3257 0.3848

360

nguyennam2025 0.6426 0.3115 0.3362 0.3929

361

minhndn 0.6425 0.3054 0.3286 0.3875

362

Feb. 04, 2022 		yjin48 0.6402 0.3010 0.3225 0.3802

363

Jyonn 0.6388 0.3071 0.3316 0.3892

364

Anis 0.6365 0.3022 0.3267 0.3839

365

Mar. 24, 2026 		new_lmy 0.6364 0.3061 0.3281 0.3848

366

Nov. 21, 2021 		surupendu 0.6363 0.2987 0.3206 0.3781

367

Aug. 10, 2021 		tj2364 0.6354 0.2986 0.3205 0.3784

368

MengTong 0.6350 0.3007 0.3249 0.3821

369

Aug. 27, 2020 		gaojx 0.6342 0.3112 0.3358 0.3919

370

Apr. 27, 2023 		zxpyouming 0.6340 0.3008 0.3219 0.3790

371

gminh1503 0.6315 0.2993 0.3211 0.3790

372

dylanqi 0.6294 0.2977 0.3207 0.3782

373

vancurv 0.6287 0.3027 0.3264 0.3828

374

dangptpt 0.6286 0.2942 0.3148 0.3727

375

Feb. 23, 2021 		TerryMa 0.6251 0.2919 0.3141 0.3718

376

zy0055 0.6243 0.2901 0.3093 0.3669

377

trung061204 0.6209 0.2870 0.3097 0.3687

378

Jan. 23, 2021 		ifan 0.6204 0.2847 0.3039 0.3625

379

Jan. 25, 2022 		miabao 0.6174 0.2882 0.3059 0.3646

380

Dec 01, 2021 		Lil.Forest 0.6172 0.2910 0.3126 0.3699

381

Jun. 19, 2021 		WSM_winwin 0.6166 0.2949 0.3166 0.3730

382

May. 22, 2026 		harshadayini 0.6059 0.2800 0.2995 0.3573

383

pavt1024 0.6010 0.2877 0.3057 0.3612

384

Oct. 23, 2020 		tcchiang 0.5950 0.2794 0.2974 0.3551

385

Dec 09, 2022 		cmchen 0.5942 0.2744 0.2899 0.3464

386

KennyW 0.5942 0.2742 0.2898 0.3458

387

Dec 04, 2021 		saran_pandian 0.5861 0.2717 0.2877 0.3448

388

Mar. 05, 2021 		Mluleki 0.5848 0.2641 0.2778 0.3352

389

Aug. 26, 2020 		learner 0.5847 0.2648 0.2786 0.3361

390

Dec 17, 2021 		psasikarn 0.5825 0.2731 0.2885 0.3448

391

Jan. 28, 2022 		liwencong 0.5821 0.2626 0.2759 0.3341

392

Trong 0.5809 0.2738 0.2889 0.3446

393

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

394

sim 0.5711 0.2596 0.2715 0.3293

395

Jun. 07, 2021 		chang861224 0.5703 0.2769 0.2945 0.3495

396

Jun. 23, 2026 		zachcky 0.5690 0.2518 0.2652 0.3218

397

Jun. 15, 2022 		group_5 0.5680 0.2575 0.2698 0.3268

398

May. 03, 2026 		aibertcat 0.5582 0.2499 0.2599 0.3164

399

Feb. 12, 2021 		lwj 0.5519 0.2469 0.2573 0.3136

400

lx600 0.5449 0.2443 0.2552 0.3117

401

Jan. 05, 2022 		shoemaker 0.5397 0.2475 0.2574 0.3135

402

youn97 0.5379 0.2458 0.2566 0.3128

403

ashok03 0.5310 0.2387 0.2468 0.3023

404

Jun. 01, 2021 		YJack0000 0.5246 0.2364 0.2422 0.2990

405

dangkh 0.5227 0.2381 0.2427 0.2973

406

May. 13, 2021 		Brucenccu 0.5221 0.2328 0.2380 0.2938

407

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

408

Mar. 04, 2022 		vancurv 0.5218 0.2370 0.2415 0.2961

409

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

410

Jan. 06, 2021 		zichongli 0.5183 0.2348 0.2427 0.2983

411

Aug. 24, 2020 		cs880141 0.5180 0.2327 0.2395 0.2953

412

Jan. 06, 2021 		xhran2011 0.5170 0.2339 0.2416 0.2972

413

Jan. 06, 2021 		xhran2010 0.5170 0.2339 0.2416 0.2972

414

Mar. 15, 2022 		usydnlp 0.5167 0.2375 0.2452 0.2998

415

May. 24, 2023 		beckersense 0.5158 0.2336 0.2383 0.2932

416

NijiaMo 0.5144 0.2308 0.2381 0.2942

417

Jan. 18, 2021 		christineC2021_2 0.5130 0.2296 0.2363 0.2924

418

Dec 05, 2021 		jingda_yu 0.5127 0.2299 0.2337 0.2893

419

Aug. 16, 2022 		lsx_0816 0.5108 0.2268 0.2328 0.2885

420

Apr. 04, 2022 		jkrse 0.5060 0.2249 0.2309 0.2869

421

Aug. 26, 2020 		cdj0311 0.5059 0.2290 0.2350 0.2900

422

Jun. 15, 2022 		pneuma 0.5058 0.2274 0.2339 0.2899

423

Aug. 18, 2022 		JiangxuLin 0.5023 0.2244 0.2302 0.2858

424

Jun. 18, 2021 		DaveWuuu 0.5020 0.2236 0.2310 0.2872

425

May. 05, 2022 		Jingqi_wang 0.5018 0.2269 0.2335 0.2886

426

Aug. 26, 2020 		zhoubang1 0.5009 0.2256 0.2316 0.2869

427

Sept. 02, 2022 		JiangxuLin 0.5009 0.2214 0.2265 0.2821

428

Jun. 15, 2022 		Hakjong 0.5006 0.2249 0.2306 0.2859

429

thomsoren 0.5005 0.2242 0.2298 0.2852

430

May. 28, 2023 		doistha 0.5004 0.2250 0.2317 0.2878

431

Jan. 05, 2021 		rockandroll 0.5003 0.2239 0.2294 0.2849

432

Jan. 01, 2023 		KhuoVie 0.5003 0.2238 0.2293 0.2847

433

Aug. 25, 2020 		bird 0.5002 0.2248 0.2304 0.2862

434

Layotiver 0.5001 0.2240 0.2299 0.2851

435

Dec 19, 2021 		PradaBear 0.5001 0.2236 0.2291 0.2846

436

coangshrimp 0.5000 0.2240 0.2295 0.2850

437

Jun. 06, 2021 		david116711 0.5000 0.2239 0.2294 0.2849

438

morganfang 0.5000 0.2236 0.2291 0.2845

439

jayhwanlee 0.5000 0.2236 0.2291 0.2845

440

XUX 0.5000 0.2236 0.2291 0.2845

441

mysorf 0.4997 0.2237 0.2291 0.2846

442

Dec 23, 2022 		longtruongv 0.4988 0.2232 0.2289 0.2845

443

jppoleb 0.4956 0.2296 0.2415 0.2931

444

Nov. 02, 2022 		ali_c 0.4921 0.2211 0.2268 0.2821

445

Dec 07, 2021 		Yoon 0.4870 0.2194 0.2244 0.2795

446

Mar. 19, 2022 		leemeng 0.4800 0.2150 0.2197 0.2743

447

Apr. 14, 2022 		pevnak 0.4798 0.2136 0.2198 0.2758

448

May. 27, 2026 		aryanaab 0.4794 0.2218 0.2282 0.2802