Question Answering on SQuAD1.1

Rank Method EM F1 Paper title Year Paper Code
1 87.433 93.160
2018
2 85.954 91.677
3 85.356 91.202
4 85.083 91.835
2018
5 84.454 90.490
6 84.003 90.147
7 83.982 89.796
8 83.877 89.737
9 83.468 90.133
10 83.185 89.547
11 83.122 89.224
12 82.849 88.764
13 82.744 89.045
14 82.650 88.493
15 82.587 88.880
16 82.482 89.281
17 82.471 89.306
18 82.440 88.607
19 82.283 88.533
2017
20 82.209 88.608
21 82.136 88.126
22 81.790 88.163
23 81.580 88.948
24 81.538 88.130
25 81.496 87.557
26 81.401 88.122
27 81.391 88.170
28 81.003 87.432
2018
29 80.929 87.773
30 80.919 87.492
31 80.615 87.311
32 80.489 87.454
33 80.436 87.021
34 80.436 86.912
35 80.426 86.912
36 80.164 86.721
37 80.027 87.288
38 79.996 86.711
39 79.901 86.536
40 79.692 86.727
41 79.608 86.496
2017
42 79.545 86.654
2017
43 79.199 86.590
44 79.083 86.450
45 79.083 86.288
46 79.031 86.006
47 78.978 86.016
2017
48 78.852 85.996
2017
49 78.664 85.780
50 78.580 85.833
2018
51 78.496 85.469
52 78.433 85.517
2017
53 78.401 85.724
54 78.328 85.682
55 78.234 85.344
2017
56 78.223 85.535
57 78.171 85.543
58 78.087 85.348
59 77.845 85.297
60 77.646 84.905
61 77.583 84.163
2017
62 77.573 84.858
63 77.342 84.925
64 77.237 84.466
65 77.090 83.931
66 76.996 84.630
2017
67 76.859 84.739
68 76.828 84.396
2017
69 76.775 84.491
70 76.461 84.265
71 76.240 84.599
72 76.2 84.6
2018
73 76.146 83.991
74 76.125 83.538
2018
75 75.989 83.475
76 75.968 83.900
2017
77 75.926 83.305
78 75.821 83.843
79 75.789 83.261
2017
80 75.370 82.658
2017
81 75.265 82.769
82 75.223 82.716
83 75.087 83.081
2017
84 75.034 82.552
2016
85 74.866 82.806
2017
86 74.604 82.501
87 74.541 82.477
88 74.489 82.815
89 74.405 82.742
2017
90 74.373 82.845
91 74.268 82.371
2017
92 74.121 82.342
93 74.090 81.761
2017
94 74.080 81.665
95 73.765 81.257
2016
96 73.744 81.525
2016
97 73.723 81.530
2017
98 73.639 81.931
99 73.303 81.754
100 73.240 81.933
2017
101 73.010 81.517
2017
102 72.758 81.001
103 72.600 81.011
104 72.590 81.415
105 72.485 80.550
106 72.139 81.048
2017
107 71.908 81.023
108 71.898 79.989
109 71.698 80.462
110 71.625 80.383
2016
111 71.415 80.160
2017
112 71.4 80.2
2017
113 71.373 79.725
114 71.3 79.9
2017
115 71.016 79.835
116 70.995 80.146
2017
117 70.985 79.939
118 70.849 78.741
2016
119 70.849 78.857
2017
120 70.733 79.353
2017
121 70.639 79.456
2017
122 70.607 79.821
2017
123 70.555 79.364
2016
124 70.387 78.784
2016
125 69.600 78.236
126 69.443 78.358
127 68.478 77.971
2017
128 68.436 77.070
2017
129 68.331 77.783
130 68.163 77.527
2017
131 68.132 77.569
132 67.974 77.323
2016
133 67.901 77.022
2016
134 67.744 77.605
2018
135 67.618 77.151
136 67.502 76.786
137 66.527 75.787
138 66.233 75.896
2016
139 64.744 73.743
2016
140 64.439 73.921
141 64.083 73.056
2017
142 63.306 73.463
143 62.897 72.016
2017
144 62.604 71.968
2017
145 62.499 70.956
2016
146 62.446 73.327
2016
147 60.474 70.695
2016
148 59.058 69.436
149 54.505 67.748
2016
150 52.544 62.780
151 52.533 62.757