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 | FB15k-237 | RotatE | http://arxiv.org/abs/1903.00757v1 | Hits@3 | 0.347 |
Link Prediction | FB15k-237 | RotatE | http://arxiv.org/abs/1903.00757v1 | Hits@1 | 0.217 |
Link Prediction | FB15k-237 | RotatE | http://arxiv.org/abs/1903.00757v1 | MR | 176 |
Link Prediction | FB15k-237 | RotatE | http://arxiv.org/abs/1903.00757v1 | training time (s) | 857 |
Link Prediction | FB15k-237 | KGLM | https://arxiv.org/abs/2211.02744v2 | MRR | .289 |
Link Prediction | FB15k-237 | KGLM | https://arxiv.org/abs/2211.02744v2 | Hits@10 | 0.468 |
Link Prediction | FB15k-237 | KGLM | https://arxiv.org/abs/2211.02744v2 | Hits@3 | 0.314 |
Link Prediction | FB15k-237 | KGLM | https://arxiv.org/abs/2211.02744v2 | Hits@1 | 0.200 |
Link Prediction | FB15k-237 | KGLM | https://arxiv.org/abs/2211.02744v2 | MR | 125.9 |
Link Prediction | FB15k-237 | JoBi ComplEx | https://arxiv.org/abs/1910.11583v1 | MRR | 0.29 |
Link Prediction | FB15k-237 | JoBi ComplEx | https://arxiv.org/abs/1910.11583v1 | Hits@10 | 0.479 |
Link Prediction | FB15k-237 | JoBi ComplEx | https://arxiv.org/abs/1910.11583v1 | Hits@3 | 0.319 |
Link Prediction | FB15k-237 | JoBi ComplEx | https://arxiv.org/abs/1910.11583v1 | Hits@1 | 0.199 |
Link Prediction | FB15k-237 | TransE | http://papers.nips.cc/paper/5071-translating-embeddings-for-modeling-multi-relational-data | MRR | 0.2904 |
Link Prediction | FB15k-237 | TransE | http://papers.nips.cc/paper/5071-translating-embeddings-for-modeling-multi-relational-data | Hits@10 | .4709 |
Link Prediction | FB15k-237 | TransE | http://papers.nips.cc/paper/5071-translating-embeddings-for-modeling-multi-relational-data | Hits@1 | 0.1987 |
Link Prediction | FB15k-237 | GenKGC | https://arxiv.org/abs/2202.02113v7 | Hits@10 | 0.439 |
Link Prediction | FB15k-237 | GenKGC | https://arxiv.org/abs/2202.02113v7 | Hits@3 | 0.355 |
Link Prediction | FB15k-237 | GenKGC | https://arxiv.org/abs/2202.02113v7 | Hits@1 | 0.192 |
Link Prediction | FB15k-237 | MLMLM | https://arxiv.org/abs/2009.07058v1 | MRR | 0.2591 |
Link Prediction | FB15k-237 | MLMLM | https://arxiv.org/abs/2009.07058v1 | Hits@10 | 0.4026 |
Link Prediction | FB15k-237 | MLMLM | https://arxiv.org/abs/2009.07058v1 | Hits@3 | 0.2820 |
Link Prediction | FB15k-237 | MLMLM | https://arxiv.org/abs/2009.07058v1 | Hits@1 | 0.1871 |
Link Prediction | FB15k-237 | MLMLM | https://arxiv.org/abs/2009.07058v1 | MR | 411 |
Link Prediction | FB15k-237 | RR-GCN-PPV | https://arxiv.org/abs/2203.02424v2 | MRR | 0.238 |
Link Prediction | FB15k-237 | RR-GCN-PPV | https://arxiv.org/abs/2203.02424v2 | Hits@10 | 0.412 |
Link Prediction | FB15k-237 | RR-GCN-PPV | https://arxiv.org/abs/2203.02424v2 | Hits@3 | 0.256 |
Link Prediction | FB15k-237 | RR-GCN-PPV | https://arxiv.org/abs/2203.02424v2 | Hits@1 | 0.157 |
Link Prediction | FB15k-237 | TransD | https://aclanthology.org/P15-1067 | MRR | 0.2527 |
Link Prediction | FB15k-237 | TransD | https://aclanthology.org/P15-1067 | Hits@10 | 0.4605 |
Link Prediction | FB15k-237 | TransD | https://aclanthology.org/P15-1067 | Hits@1 | 0.1483 |
Link Prediction | FB15k-237 | Inverse Model | http://arxiv.org/abs/1707.01476v6 | MRR | 0.010 |
Link Prediction | FB15k-237 | Inverse Model | http://arxiv.org/abs/1707.01476v6 | Hits@10 | 0.014 |
Link Prediction | FB15k-237 | Inverse Model | http://arxiv.org/abs/1707.01476v6 | Hits@3 | 0.011 |
Link Prediction | FB15k-237 | Inverse Model | http://arxiv.org/abs/1707.01476v6 | Hits@1 | 0.007 |
Link Prediction | FB15k-237 | Inverse Model | http://arxiv.org/abs/1707.01476v6 | MR | 7030 |
Link Prediction | FB15k-237 | HittER | https://arxiv.org/abs/2008.12813v2 | MRR | 0.373 |
Link Prediction | FB15k-237 | HittER | https://arxiv.org/abs/2008.12813v2 | Hits@3 | 0.409 |
Link Prediction | FB15k-237 | HittER | https://arxiv.org/abs/2008.12813v2 | Hit@10 | 0.558 |
Link Prediction | FB15k-237 | HittER | https://arxiv.org/abs/2008.12813v2 | Hit@1 | 0.279 |
Link Prediction | FB15k-237 | AutoKGE | https://arxiv.org/abs/1904.11682v3 | MRR | 0.365 |
Link Prediction | FB15k-237 | AutoKGE | https://arxiv.org/abs/1904.11682v3 | Hits@10 | 0.555 |
Link Prediction | FB15k-237 | CP-N3-RP | https://arxiv.org/abs/2110.02834v1 | MRR | 0.366 |
Link Prediction | FB15k-237 | CP-N3-RP | https://arxiv.org/abs/2110.02834v1 | Hits@10 | 0.55 |
Link Prediction | FB15k-237 | DistMult (after variational EM) | https://arxiv.org/abs/1907.01068v1 | MRR | 0.357 |
Link Prediction | FB15k-237 | DistMult (after variational EM) | https://arxiv.org/abs/1907.01068v1 | Hits@10 | 0.548 |
Link Prediction | FB15k-237 | KG-R3 | https://arxiv.org/abs/2212.09724v3 | Hits@10 | 0.539 |
Link Prediction | FB15k-237 | LASS | https://arxiv.org/abs/2209.08721v1 | Hits@10 | 0.533 |
Link Prediction | FB15k-237 | LASS | https://arxiv.org/abs/2209.08721v1 | MR | 108 |
Link Prediction | FB15k-237 | MDE_adv | https://arxiv.org/abs/1905.10702v8 | MRR | 0.344 |
Link Prediction | FB15k-237 | MDE_adv | https://arxiv.org/abs/1905.10702v8 | Hits@10 | 0.531 |
Link Prediction | FB15k-237 | MDE_adv | https://arxiv.org/abs/1905.10702v8 | MR | 203 |
Link Prediction | FB15k-237 | GFA-NN | https://2021.ecmlpkdd.org/wp-content/uploads/2021/07/sub_1096.pdf | MRR | 0.338 |
Link Prediction | FB15k-237 | GFA-NN | https://2021.ecmlpkdd.org/wp-content/uploads/2021/07/sub_1096.pdf | Hits@10 | 0.522 |
Link Prediction | FB15k-237 | GFA-NN | https://2021.ecmlpkdd.org/wp-content/uploads/2021/07/sub_1096.pdf | MR | 186 |
Link Prediction | FB15k-237 | KGRefiner | https://arxiv.org/abs/2106.14233v2 | MRR | 0.302 |
Link Prediction | FB15k-237 | KGRefiner | https://arxiv.org/abs/2106.14233v2 | Hits@10 | 0.489 |
Link Prediction | FB15k-237 | KGRefiner | https://arxiv.org/abs/2106.14233v2 | MR | 203 |
Link Prediction | FB15k-237 | KGRefiner | https://arxiv.org/abs/2106.14233v2 | training time (s) | 1100 |
Link Prediction | FB15k-237 | ComplEx NSCaching | http://arxiv.org/abs/1812.06410v2 | MRR | 0.3021 |
Link Prediction | FB15k-237 | ComplEx NSCaching | http://arxiv.org/abs/1812.06410v2 | Hits@10 | 0.4805 |
Link Prediction | FB15k-237 | ComplEx NSCaching | http://arxiv.org/abs/1812.06410v2 | MR | 221 |
Link Prediction | FB15k-237 | LogicENN | https://arxiv.org/abs/1908.07141v1 | Hits@10 | 0.473 |
Link Prediction | FB15k-237 | LogicENN | https://arxiv.org/abs/1908.07141v1 | MR | 424 |
Link Prediction | FB15k-237 | KBGAN (TransD + ComplEx) | http://arxiv.org/abs/1711.04071v3 | MRR | 0.277 |
Link Prediction | FB15k-237 | KBGAN (TransD + ComplEx) | http://arxiv.org/abs/1711.04071v3 | Hits@10 | 0.458 |
Link Prediction | FB15k-237 | PALT | https://arxiv.org/abs/2210.13715v1 | Hits@10 | 0.444 |
Link Prediction | FB15k-237 | PALT | https://arxiv.org/abs/2210.13715v1 | MR | 144 |
Link Prediction | FB15k-237 | ComplEx | http://arxiv.org/abs/1606.06357v1 | Hits@10 | 0.428 |
Link Prediction | FB15k-237 | ConvKB (Corrected) | https://arxiv.org/abs/1911.03903v3 | MRR | .309 |
Link Prediction | FB15k-237 | ConvKB (Corrected) | https://arxiv.org/abs/1911.03903v3 | Hits@10 | .421 |
Link Prediction | FB15k-237 | ConvKB (Corrected) | https://arxiv.org/abs/1911.03903v3 | MR | 309 |
Link Prediction | FB15k-237 | KG-BERT | https://arxiv.org/abs/1909.03193v2 | Hits@10 | 0.42 |
Link Prediction | FB15k-237 | KG-BERT | https://arxiv.org/abs/1909.03193v2 | MR | 153 |
Link Prediction | FB15k-237 | DistMult | http://arxiv.org/abs/1412.6575v4 | MRR | 0.241 |
Link Prediction | FB15k-237 | DistMult | http://arxiv.org/abs/1412.6575v4 | Hits@10 | 0.419 |
Link Prediction | FB15k-237 | KBAT (Corrected) | https://arxiv.org/abs/1911.03903v3 | MRR | .157 |
Link Prediction | FB15k-237 | KBAT (Corrected) | https://arxiv.org/abs/1911.03903v3 | Hits@10 | .331 |
Link Prediction | FB15k-237 | KBAT (Corrected) | https://arxiv.org/abs/1911.03903v3 | MR | 270 |
Link Prediction | FB15k-237 | CapsE (Corrected) | https://arxiv.org/abs/1911.03903v3 | MRR | .032 |
Link Prediction | FB15k-237 | CapsE (Corrected) | https://arxiv.org/abs/1911.03903v3 | Hits@10 | .057 |
Link Prediction | FB15k-237 | CapsE (Corrected) | https://arxiv.org/abs/1911.03903v3 | MR | 446 |
Link Prediction | Twitter | GATNE-T | https://arxiv.org/abs/1905.01669v2 | F1-Score | 84.96 |
Link Prediction | Twitter | GATNE-T | https://arxiv.org/abs/1905.01669v2 | PR AUC | 91.77 |
Link Prediction | Twitter | GATNE-T | https://arxiv.org/abs/1905.01669v2 | ROC AUC | 92.3 |
Link Prediction | COLLAB | GatedGCN-PE | https://arxiv.org/abs/2003.00982v5 | Hits | 52.849 |
Link Prediction | OpenBioLink | DistMult | null | Hits@10 | 0.542 |
Link Prediction | OpenBioLink | RotatE | null | Hits@10 | 0.527 |
Link Prediction | OpenBioLink | ComplEx | null | Hits@10 | 0.514 |
Link Prediction | OpenBioLink | AnyBURL (white box, rule based) | null | Hits@10 | 0.507 |
Link Prediction | OpenBioLink | AnyBURL (white box, rule based) | null | Interpretable | yes |
Link Prediction | OpenBioLink | SAFRAN (white box, rule based) | null | Hits@10 | 0.507 |
Link Prediction | OpenBioLink | SAFRAN (white box, rule based) | null | Interpretable | yes |
Link Prediction | OpenBioLink | TransE | null | Hits@10 | 0.446 |
Link Prediction | OpenBioLink | RESCAL | null | Hits@10 | 0.408 |
Link Prediction | OpenBioLink | TransR | null | Hits@10 | 0.247 |
Link Prediction | Drug-target interactions | HOGCN | https://arxiv.org/abs/2010.08516v1 | AUPRC | 93.7 |
Link Prediction | Cora | NESS | https://arxiv.org/abs/2303.08958v2 | AUC | 98.46% |
Link Prediction | Cora | NESS | https://arxiv.org/abs/2303.08958v2 | AP | 98.71% |
Link Prediction | Cora | Walkpooling | https://arxiv.org/abs/2110.04375v2 | AUC | 95.9% |
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