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Add result.
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linyankai committed May 26, 2015
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==RESULT==

We list the result of the code in date set FB15k and WN18.

FB15k

| Model | MeanRank(Raw) | MeanRank(Filter) | Hit@10(Raw) | Hit@10(Filter)|
| :-------- | --------:| :------: | :------: |:------: |
| TransE(paper)| 243 | 125 | 34.9 | 47.1|
| TransH(paper) | 212 | 87 | 45.7 | 64.4|
| TransR(n=50) | 198| 77 | 48.2 | 68.7 |
| TransE(Our, n=50) | 210| 82 | 41.9| 61.3 |
| TransE(Our, n=100) | 205 | 63 | 47.9 | 70.2 |

WN18

| Model | MeanRank(Raw) | MeanRank(Filter) | Hit@10(Raw) | Hit@10(Filter)|
| :-------- | --------:| :------: | :------: |:------: |
| TransE(paper)| 263 | 251 | 75.4 | 89.2|
| TransH(paper) | 318 | 303 | 75.4 | 86.7|
| TransR | 238 | 225 | 79.8 |92.0|
| TransE(Our) | 251 |239|78.9| 89.8|


===== DATA =====

I provide FB15k and WN18 datasets used for the task link prediction with the input format of my code in data.zip.
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It will evaluate on test.txt and report mean rank and Hits@10

==RESULT==

We list the result of the code in date set FB15k and WN18.

FB15k

| Model | MeanRank(Raw) | MeanRank(Filter) | Hit@10(Raw) | Hit@10(Filter)|
| :-------- | --------:| :------: | :------: |:------: |
| TransE(paper)| 243 | 125 | 34.9 | 47.1|
| TransH(paper) | 212 | 87 | 45.7 | 64.4|
| TransR(n=50) | 198| 77 | 48.2 | 68.7 |
| TransE(Our, n=50) | 210| 82 | 41.9| 61.3 |
| TransE(Our, n=100) | 205 | 63 | 47.9 | 70.2 |

WN18

| Model | MeanRank(Raw) | MeanRank(Filter) | Hit@10(Raw) | Hit@10(Filter)|
| :-------- | --------:| :------: | :------: |:------: |
| TransE(paper)| 263 | 251 | 75.4 | 89.2|
| TransH(paper) | 318 | 303 | 75.4 | 86.7|
| TransR | 238 | 225 | 79.8 |92.0|
| TransE(Our) | 251 |239|78.9| 89.8|


==CITE==
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