task_path stringlengths 3 199 ⌀ | dataset stringlengths 1 128 ⌀ | model_name stringlengths 1 223 ⌀ | paper_url stringlengths 21 601 ⌀ | metric_name stringlengths 1 50 ⌀ | metric_value stringlengths 1 9.22k ⌀ |
|---|---|---|---|---|---|
Link Prediction | IMDb | Event2vec | http://arxiv.org/abs/1901.10234v2 | AUC | 89.4 |
Link Prediction | Wiki | null | https://arxiv.org/abs/2203.01820v1 | AUC | 200% |
Link Prediction | Wiki | BANE | https://www.researchgate.net/publication/328688614_Binarized_Attributed_Network_Embedding | AUC | 90.90% |
Link Prediction | YAGO15k | TNTComplEx (x10) | https://arxiv.org/abs/2004.04926v1 | MRR | 0.37 |
Link Prediction | YAGO15k | TNTComplEx | https://arxiv.org/abs/2004.04926v1 | MRR | 0.35 |
Link Prediction | GDELT | SPA | https://arxiv.org/abs/2210.16740v1 | MRR | 0.36 |
Link Prediction | GDELT | TLT-KGE(Quaternion) | https://dl.acm.org/doi/abs/10.1145/3511808.3557233 | MRR | 0.358 |
Link Prediction | GDELT | RotateQVS | https://arxiv.org/abs/2203.07993v2 | MRR | 0.27 |
Link Prediction | GDELT | RotateQVS-Small | https://arxiv.org/abs/2203.07993v2 | MRR | 0.259 |
Link Prediction | GDELT | TeRo-Large | https://arxiv.org/abs/2203.07993v2 | MRR | 0.256 |
Link Prediction | GDELT | TeRo | https://arxiv.org/abs/2203.07993v2 | MRR | 0.245 |
Link Prediction | GDELT | DE-SimplE | https://arxiv.org/abs/2203.07993v2 | MRR | 0.23 |
Link Prediction | GDELT | TA-DistMult | https://arxiv.org/abs/2203.07993v2 | MRR | 0.206 |
Link Prediction | GDELT | DistMult | https://arxiv.org/abs/2203.07993v2 | MRR | 0.196 |
Link Prediction | GDELT | TTransE | https://arxiv.org/abs/2203.07993v2 | MRR | 0.115 |
Link Prediction | GDELT | TransE | https://arxiv.org/abs/2203.07993v2 | MRR | 0.113 |
Link Prediction | Decagon | Decagon | http://arxiv.org/abs/1802.00543v2 | AUROC | 0.872 |
Link Prediction | Decagon | Decagon | http://arxiv.org/abs/1802.00543v2 | AUPRC | 0.832 |
Link Prediction | Decagon | Decagon | http://arxiv.org/abs/1802.00543v2 | mAP@50 | 0.803 |
Link Prediction | Decagon | TIP | https://arxiv.org/abs/2001.10516v1 | AUROC | 0.914 |
Link Prediction | Decagon | TIP | https://arxiv.org/abs/2001.10516v1 | AUPRC | 0.890 |
Link Prediction | Decagon | TIP | https://arxiv.org/abs/2001.10516v1 | mAP@50 | 0.890 |
Link Prediction | ACM | GLACE | https://arxiv.org/abs/1912.00536v1 | AP | 98.24 |
Link Prediction | ACM | GLACE | https://arxiv.org/abs/1912.00536v1 | AUC | 98.34 |
Link Prediction | FB15k | ComplEx-N3 (reciprocal) | http://arxiv.org/abs/1806.07297v1 | Hits@10 | 0.91 |
Link Prediction | FB15k | ComplEx-N3 (reciprocal) | http://arxiv.org/abs/1806.07297v1 | MRR | 0.86 |
Link Prediction | FB15k | LineaRE | https://arxiv.org/abs/2004.10037v2 | Hits@10 | 0.906 |
Link Prediction | FB15k | LineaRE | https://arxiv.org/abs/2004.10037v2 | Hits@1 | 0.805 |
Link Prediction | FB15k | LineaRE | https://arxiv.org/abs/2004.10037v2 | Hits@3 | 0.867 |
Link Prediction | FB15k | LineaRE | https://arxiv.org/abs/2004.10037v2 | MR | 36 |
Link Prediction | FB15k | LineaRE | https://arxiv.org/abs/2004.10037v2 | MRR | 0.843 |
Link Prediction | FB15k | MEI (small) | https://arxiv.org/abs/2006.16365v2 | Hits@10 | 0.878 |
Link Prediction | FB15k | MEI (small) | https://arxiv.org/abs/2006.16365v2 | Hits@1 | 0.757 |
Link Prediction | FB15k | MEI (small) | https://arxiv.org/abs/2006.16365v2 | Hits@3 | 0.823 |
Link Prediction | FB15k | MEI (small) | https://arxiv.org/abs/2006.16365v2 | MRR | 0.800 |
Link Prediction | FB15k | HHolE | https://arxiv.org/abs/1811.01062v2 | Hits@10 | 0.901 |
Link Prediction | FB15k | HHolE | https://arxiv.org/abs/1811.01062v2 | Hits@1 | 0.727 |
Link Prediction | FB15k | HHolE | https://arxiv.org/abs/1811.01062v2 | Hits@3 | 0.848 |
Link Prediction | FB15k | HHolE | https://arxiv.org/abs/1811.01062v2 | MR | 21 |
Link Prediction | FB15k | HHolE | https://arxiv.org/abs/1811.01062v2 | MRR | 0.796 |
Link Prediction | FB15k | PyTorch BigGraph (ComplEx) | http://arxiv.org/abs/1903.12287v3 | Hits@10 | 0.872 |
Link Prediction | FB15k | PyTorch BigGraph (ComplEx) | http://arxiv.org/abs/1903.12287v3 | MRR | 0.79 |
Link Prediction | FB15k | PyTorch BigGraph (ComplEx) | http://arxiv.org/abs/1903.12287v3 | MRR raw | 0.242 |
Link Prediction | FB15k | ComplEx NSCaching | http://arxiv.org/abs/1812.06410v2 | Hits@10 | 0.8682 |
Link Prediction | FB15k | ComplEx NSCaching | http://arxiv.org/abs/1812.06410v2 | MR | 82 |
Link Prediction | FB15k | ComplEx NSCaching | http://arxiv.org/abs/1812.06410v2 | MRR | 0.7721 |
Link Prediction | FB15k | Rule-Guided Embedding | http://arxiv.org/abs/1711.11231v1 | Hits@10 | 0.865 |
Link Prediction | FB15k | Rule-Guided Embedding | http://arxiv.org/abs/1711.11231v1 | Hits@1 | 0.703 |
Link Prediction | FB15k | Rule-Guided Embedding | http://arxiv.org/abs/1711.11231v1 | Hits@3 | 0.815 |
Link Prediction | FB15k | Rule-Guided Embedding | http://arxiv.org/abs/1711.11231v1 | Hits@5 | 0.836 |
Link Prediction | FB15k | Rule-Guided Embedding | http://arxiv.org/abs/1711.11231v1 | MRR | 0.768 |
Link Prediction | FB15k | MDE | https://arxiv.org/abs/1905.10702v8 | Hits@10 | 0.857 |
Link Prediction | FB15k | MDE | https://arxiv.org/abs/1905.10702v8 | MR | 49 |
Link Prediction | FB15k | MDE | https://arxiv.org/abs/1905.10702v8 | MRR | 0.652 |
Link Prediction | FB15k | HolE | http://arxiv.org/abs/1510.04935v2 | Hits@10 | 0.739 |
Link Prediction | FB15k | HolE | http://arxiv.org/abs/1510.04935v2 | Hits@1 | 0.402 |
Link Prediction | FB15k | HolE | http://arxiv.org/abs/1510.04935v2 | Hits@3 | 0.613 |
Link Prediction | FB15k | HolE | http://arxiv.org/abs/1510.04935v2 | MRR | 0.524 |
Link Prediction | FB15k | ParTransH | http://arxiv.org/abs/1703.10316v4 | Hits@10 | 0.468 |
Link Prediction | FB15k | ParTransH | http://arxiv.org/abs/1703.10316v4 | MR | 60 |
Link Prediction | AKSW-bib | KG2Vec LSTM | http://arxiv.org/abs/1803.07828v2 | Hits@1 | 0.0384 |
Link Prediction | AKSW-bib | KG2Vec LSTM | http://arxiv.org/abs/1803.07828v2 | Hits@10 | 0.1923 |
Link Prediction | AKSW-bib | KG2Vec LSTM | http://arxiv.org/abs/1803.07828v2 | Hits@3 | 0.0979 |
Link Prediction | Aristo-v4 | ComplEx-N3-RP | https://arxiv.org/abs/2110.02834v1 | MRR | 0.311 |
Link Prediction | Aristo-v4 | ComplEx-N3-RP | https://arxiv.org/abs/2110.02834v1 | Hits@1 | 0.24 |
Link Prediction | Aristo-v4 | ComplEx-N3-RP | https://arxiv.org/abs/2110.02834v1 | Hits@3 | 0.336 |
Link Prediction | Aristo-v4 | ComplEx-N3-RP | https://arxiv.org/abs/2110.02834v1 | Hits@10 | 0.447 |
Link Prediction | CDCP | ResAttArg | https://arxiv.org/abs/2102.12227v3 | F1 | 29.73 |
Link Prediction | PPI | PPPNE | http://fange.pro/files/2021PPPNE.pdf | AUC | 82.7% |
Link Prediction | PPI | PPPNE | http://fange.pro/files/2021PPPNE.pdf | AP | 84.1% |
Link Prediction | PPI | HGCN | https://arxiv.org/abs/1910.12933v1 | Accuracy | 84.5 |
Link Prediction | MIT | HSRL (DW) | http://arxiv.org/abs/1902.06684v1 | AUC | 92.6 |
Link Prediction | YouTube | GATNE-T | https://arxiv.org/abs/1905.01669v2 | F1-Score | 76.83 |
Link Prediction | YouTube | GATNE-T | https://arxiv.org/abs/1905.01669v2 | PR AUC | 81.93 |
Link Prediction | YouTube | GATNE-T | https://arxiv.org/abs/1905.01669v2 | ROC AUC | 84.61 |
Link Prediction | YouTube | PyTorch BigGraph | http://arxiv.org/abs/1903.12287v3 | Macro F1 | 40.9 |
Link Prediction | YouTube | PyTorch BigGraph | http://arxiv.org/abs/1903.12287v3 | Micro F1 | 48 |
Link Prediction | ICEWS14 | SPA | https://arxiv.org/abs/2210.16740v1 | MRR | 0.658 |
Link Prediction | ICEWS14 | TLT-KGE(Quaternion) | https://dl.acm.org/doi/abs/10.1145/3511808.3557233 | MRR | 0.634 |
Link Prediction | ICEWS14 | TNTComplEx (x10) | https://arxiv.org/abs/2004.04926v1 | MRR | 0.62 |
Link Prediction | ICEWS14 | RotateQVS | https://arxiv.org/abs/2203.07993v2 | MRR | 0.591 |
Link Prediction | ICEWS14 | TimePlex | https://arxiv.org/abs/2005.05035v2 | MRR | 0.589 |
Link Prediction | ICEWS14 | TNTComplEx | https://arxiv.org/abs/2004.04926v1 | MRR | 0.56 |
Link Prediction | ICEWS14 | ATiSE | https://arxiv.org/abs/2203.07993v2 | MRR | 0.55 |
Link Prediction | ICEWS14 | TeRo-Large | https://arxiv.org/abs/2203.07993v2 | MRR | 0.534 |
Link Prediction | ICEWS14 | DE-SimplE | https://arxiv.org/abs/2203.07993v2 | MRR | 0.526 |
Link Prediction | ICEWS14 | TA-DistMult | https://arxiv.org/abs/2203.07993v2 | MRR | 0.477 |
Link Prediction | ICEWS14 | QuatE | https://arxiv.org/abs/2203.07993v2 | MRR | 0.471 |
Link Prediction | ICEWS14 | DistMult | https://arxiv.org/abs/2203.07993v2 | MRR | 0.439 |
Link Prediction | ICEWS14 | RotatE | https://arxiv.org/abs/2203.07993v2 | MRR | 0.418 |
Link Prediction | ICEWS14 | HyTE | https://arxiv.org/abs/2203.07993v2 | MRR | 0.297 |
Link Prediction | ICEWS14 | TransE | https://arxiv.org/abs/2203.07993v2 | MRR | 0.28 |
Link Prediction | ICEWS14 | TTransE | https://arxiv.org/abs/2203.07993v2 | MRR | 0.255 |
Link Prediction | Citeseer (nonstandard variant) | GLACE | https://arxiv.org/abs/1912.00536v1 | AUC | 98.43 |
Link Prediction | Citeseer (nonstandard variant) | GLACE | https://arxiv.org/abs/1912.00536v1 | AP | 98.37 |
Link Prediction | DBLP | GLACE | https://arxiv.org/abs/1912.00536v1 | AUC | 98.55 |
Link Prediction | DBLP | GLACE | https://arxiv.org/abs/1912.00536v1 | AP | 98.4 |
Link Prediction | DBLP | Event2vec | http://arxiv.org/abs/1901.10234v2 | AUC | 90.1 |
Link Prediction | DBLP | HSRL (DW) | http://arxiv.org/abs/1902.06684v1 | AUC | 84.7 |
Link Prediction | protein-protein interactions | HOGCN | https://arxiv.org/abs/2010.08516v1 | AUPRC | 93 |
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