ABCDEFGHIJKLMNOPRSUVXYAAABACADAEAFAGAHAIAJAKALAMANAOAPAQ
1
precisionrecallndcgmapprecisionrecallndcgmap
2
@ 2@ 10@ 2@ 10@ 2@ 10@ 2@ 10aucrocimdbat 2at 10at 2at 10at 2at 10at 2at 10aucroc
3
imdb
4
random0.17000.18000.08000.45000.17000.31000.06000.120049.8800
5
fnn-std0.95260.77500.40901.76250.96841.34050.32490.583958.9675fnnnormal0.009530.007750.004090.017630.009680.013400.003250.005840.58968
6
fnn-st0.21180.20930.10270.52340.21650.36920.07940.153450.2131static0.002120.002090.001030.005230.002170.003690.000790.001530.50213
7
fnn-pc0.92400.68780.39271.56190.92051.20180.30960.532954.8621data parameters0.009240.006880.003930.015620.009200.012020.003100.005330.54862
8
fnn-npc0.99150.88400.44152.00591.00561.51040.35950.682063.0213superloss0.009910.008840.004410.020060.010060.015100.003600.006820.63021
9
fnn-gnn-std0.73190.65820.33761.50960.74491.13900.26450.511162.3177fnn_embnormal0.007320.006580.003380.015100.007450.011390.002640.005110.62318
10
fnn-gnn-st0.23260.21510.11540.52910.24290.38750.09150.165950.3146static0.002330.002150.001150.005290.002430.003880.000910.001660.50315
11
fnn-gnn-pc0.66450.62140.29911.39730.66451.04560.22770.456564.7053data parameters0.006640.006210.002990.013970.006640.010460.002280.004560.64705
12
fnn-gnn-npc0.81500.74080.35551.65560.81621.24260.26860.531766.7753superloss0.008150.007410.003550.016560.008160.012430.002690.005320.66775
13
bnn-std0.25440.24810.12840.60620.26260.43750.10160.185949.7615bnnnormal0.002540.002480.001280.006060.002630.004370.001020.001860.49761
14
bnn-st0.18900.24500.09930.61450.18570.40700.07210.163050.0441static0.001890.002450.000990.006140.001860.004070.000720.001630.50044
15
bnn-pc0.17910.21490.08990.51770.17850.35530.06800.143150.1223data parameters0.001790.002150.000900.005180.001790.003550.000680.001430.50122
16
bnn-npc0.20760.19830.09860.48710.20880.34880.07470.146249.9923superloss0.002080.001980.000990.004870.002090.003490.000750.001460.49992
17
bnn-gnn-std0.19730.20300.10050.50290.20080.35570.07720.149550.0626bnn_embnormal0.001970.002030.001000.005030.002010.003560.000770.001500.50063
18
bnn-gnn-st0.18900.24710.09240.60030.18660.40620.06820.159550.0547static0.001890.002470.000920.006000.001870.004060.000680.001600.50055
19
bnn-gnn-pc0.16610.24240.08090.59440.16140.39220.05870.150850.0527data parameters0.001660.002420.000810.005940.001610.003920.000590.001510.50053
20
bnn-gnn-npc0.18690.19000.09880.48960.18690.33930.07330.142449.9541superloss0.001870.001900.000990.004900.001870.003390.000730.001420.49954
21
22
precisionrecallndcgmapprecisionrecallndcgmap
23
@ 2@ 10@ 2@ 10@ 2@ 10@ 2@ 10aucrocdblpat 2at 10at 2at 10at 2at 10at 2at 10aucroc
24
dblp
25
random0.01000.02000.01000.06000.02000.04000.01000.020049.9200
26
fnn-std0.29940.17990.17420.53000.29880.40240.13000.204968.3604fnnnormal0.002990.001800.001740.005300.002990.004020.001300.002050.68360
27
fnn-st0.01880.01640.01210.05090.01820.03380.00860.015450.1144static0.000190.000160.000120.000510.000180.000340.000090.000150.50114
28
fnn-pc0.24070.17510.14030.51340.25680.38840.11570.198161.4063data parameters0.002410.001750.001400.005130.002570.003880.001160.001980.61406
29
fnn-npc0.50310.36330.29291.06430.50620.77700.22200.379871.4635superloss0.005030.003630.002930.010640.005060.007770.002220.003800.71464
30
fnn-gnn-std0.39750.22520.23180.64500.39670.54000.17450.289574.7247bnnnormal0.000290.000270.000180.000860.000290.000590.000140.000290.50023
31
fnn-gnn-st0.01880.02470.01100.07390.01970.04730.00890.020350.0975static0.000190.000250.000110.000740.000200.000470.000090.000200.50097
32
fnn-gnn-pc0.47210.20070.27120.58220.47950.51820.20940.284074.6674data parameters0.000270.000300.000170.000950.000270.000630.000130.000310.50070
33
fnn-gnn-npc0.51820.37920.29911.09120.52690.80050.22770.389875.9575superloss0.000370.000220.000230.000700.000390.000530.000190.000280.50022
34
bnn-std0.02850.02720.01790.08560.02890.05860.01380.028850.0227fnn_embnormal0.003970.002250.002320.006450.003970.005400.001740.002890.74725
35
bnn-st0.03560.02660.02250.08370.03570.05950.01710.029949.8803static0.000360.000270.000230.000840.000360.000600.000170.000300.49880
36
bnn-pc0.02680.03000.01660.09540.02720.06300.01330.030650.0703data parameters0.004720.002010.002710.005820.004790.005180.002090.002840.75957
37
bnn-npc0.03690.02230.02330.06980.03880.05340.01880.027850.0220superloss0.005180.003790.002990.010910.005270.008000.002280.003900.74667
38
bnn-gnn-std0.02100.02630.01200.08110.02150.05090.00960.021750.0061bnn_embnormal0.000210.000260.000120.000810.000220.000510.000100.000220.50006
39
bnn-gnn-st0.03560.02410.02340.07760.03660.05760.01840.030649.9698static0.000360.000240.000230.000780.000370.000580.000180.000310.49970
40
bnn-gnn-pc0.02930.02470.01800.07730.02840.05260.01260.025450.0863data parameters0.000290.000250.000180.000770.000280.000530.000130.000250.50086
41
bnn-gnn-npc0.03100.03090.01950.09600.03080.06240.01440.027849.9071superloss0.000310.000310.000200.000960.000310.000620.000140.000280.49907
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100