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Benchmarks
Link Prediction on YAGO39K (test)
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15.6
MRR (Raw)
DistMult
5.408
8.054
10.7
13.346
Nov 12, 2018
MRR (Raw)
MRR (Filtered)
Hits@1
Hits@3
Hits@10
Updated 1mo ago
Evaluation Results
Method
Method
Links
MRR (Raw)
MRR (Filtered)
Hits@1
Hits@3
Hits@10
DistMult
2018.11
15.6
36.2
22.1
43.6
66
TransE
2018.11
11.4
24.8
12.3
28.7
51.1
TransD
2018.11
11.3
17.6
8.9
19
35.4
TransR
2018.11
11.2
28.9
15.8
33.8
56.7
TransC
sampling strategy=bern
2018.11
11.2
42
29.8
50.2
69.8
TransH
2018.11
10.2
21.5
10.4
24
45.1
TransC
sampling strategy=unif
2018.11
8.7
42.1
28.3
50
69.2
HolE
2018.11
6.3
19.8
11
23
38.4
ComplEx
2018.11
5.8
36.2
29.2
40.7
48.1
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