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Benchmarks
Entity Prediction on FB15k v1 (test)
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51
Mean Rank
TransE
25.72
196.36
367
537.64
Oct 28, 2016
Mean Rank
Hits@10
Hits@1
Updated 1mo ago
Evaluation Results
Method
Method
Links
Mean Rank
Hits@10
Hits@1
TransE
2016.10
51
71.5
28.1
Gaifman
d=3, k=20, S_pos=5, S_...
2016.10
75
84.2
69.2
TransR
2016.10
78
65.5
-
Gaifman
d=2, k=20, S_pos=5, S_...
2016.10
84
83.4
68.5
DistMult
2016.10
97
82.8
44.3
Gaifman
d=1, k=20, S_pos=5, S_...
2016.10
97
82.1
65.6
Gaifman
d=1, k=20, S_pos=1, S_...
2016.10
114
79.2
60.1
Gaifman
d=1, k=∞, S_pos=1, S_n...
2016.10
124
78.1
59.8
SE
2016.10
162
39.8
-
LFM
2016.10
164
33.1
-
RESCAL
2016.10
683
44.1
-
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