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 | WN18RR | TransE | http://papers.nips.cc/paper/5071-translating-embeddings-for-modeling-multi-relational-data | Hits@10 | 0.5555 |
Link Prediction | WN18RR | TransE | http://papers.nips.cc/paper/5071-translating-embeddings-for-modeling-multi-relational-data | Hits@1 | 0.4226 |
Link Prediction | WN18RR | ComplEx (SCE w/ LS pretrained) | https://arxiv.org/abs/2106.07250v4 | MRR | 0.481 |
Link Prediction | WN18RR | ComplEx (SCE w/ LS pretrained) | https://arxiv.org/abs/2106.07250v4 | Hits@10 | 0.553 |
Link Prediction | WN18RR | ComplEx (SCE w/ LS pretrained) | https://arxiv.org/abs/2106.07250v4 | Hits@3 | 0.496 |
Link Prediction | WN18RR | ComplEx (SCE w/ LS pretrained) | https://arxiv.org/abs/2106.07250v4 | Hits@1 | 0.444 |
Link Prediction | WN18RR | pRotatE | http://arxiv.org/abs/1902.10197v1 | MRR | 0.462 |
Link Prediction | WN18RR | pRotatE | http://arxiv.org/abs/1902.10197v1 | Hits@10 | 0.552 |
Link Prediction | WN18RR | pRotatE | http://arxiv.org/abs/1902.10197v1 | Hits@3 | 0.479 |
Link Prediction | WN18RR | pRotatE | http://arxiv.org/abs/1902.10197v1 | Hits@1 | 0.417 |
Link Prediction | WN18RR | pRotatE | http://arxiv.org/abs/1902.10197v1 | MR | 2923 |
Link Prediction | WN18RR | CP-DURA | https://arxiv.org/abs/2011.05816v2 | MRR | 0.478 |
Link Prediction | WN18RR | CP-DURA | https://arxiv.org/abs/2011.05816v2 | Hits@10 | 0.552 |
Link Prediction | WN18RR | CP-DURA | https://arxiv.org/abs/2011.05816v2 | Hits@1 | 0.441 |
Link Prediction | WN18RR | MEI | https://arxiv.org/abs/2006.16365v2 | MRR | 0.481 |
Link Prediction | WN18RR | MEI | https://arxiv.org/abs/2006.16365v2 | Hits@10 | 0.551 |
Link Prediction | WN18RR | MEI | https://arxiv.org/abs/2006.16365v2 | Hits@3 | 0.496 |
Link Prediction | WN18RR | MEI | https://arxiv.org/abs/2006.16365v2 | Hits@1 | 0.444 |
Link Prediction | WN18RR | ProbCBR | https://arxiv.org/abs/2010.03548v2 | MRR | 0.48 |
Link Prediction | WN18RR | ProbCBR | https://arxiv.org/abs/2010.03548v2 | Hits@10 | 0.55 |
Link Prediction | WN18RR | ProbCBR | https://arxiv.org/abs/2010.03548v2 | Hits@3 | 0.49 |
Link Prediction | WN18RR | ProbCBR | https://arxiv.org/abs/2010.03548v2 | Hits@1 | 0.43 |
Link Prediction | WN18RR | CompGCN | https://arxiv.org/abs/1911.03082v2 | MRR | 0.479 |
Link Prediction | WN18RR | CompGCN | https://arxiv.org/abs/1911.03082v2 | Hits@10 | 0.546 |
Link Prediction | WN18RR | CompGCN | https://arxiv.org/abs/1911.03082v2 | Hits@3 | 0.494 |
Link Prediction | WN18RR | CompGCN | https://arxiv.org/abs/1911.03082v2 | Hits@1 | 0.443 |
Link Prediction | WN18RR | CompGCN | https://arxiv.org/abs/1911.03082v2 | MR | 3533 |
Link Prediction | WN18RR | ComplEx (SCE w/ LS) | https://arxiv.org/abs/2106.07250v4 | MRR | 0.477 |
Link Prediction | WN18RR | ComplEx (SCE w/ LS) | https://arxiv.org/abs/2106.07250v4 | Hits@10 | 0.546 |
Link Prediction | WN18RR | ComplEx (SCE w/ LS) | https://arxiv.org/abs/2106.07250v4 | Hits@3 | 0.491 |
Link Prediction | WN18RR | ComplEx (SCE w/ LS) | https://arxiv.org/abs/2106.07250v4 | Hits@1 | 0.441 |
Link Prediction | WN18RR | Structure-Aware Convolutional Networks | http://arxiv.org/abs/1811.04441v2 | MRR | 0.47 |
Link Prediction | WN18RR | Structure-Aware Convolutional Networks | http://arxiv.org/abs/1811.04441v2 | Hits@10 | 0.54 |
Link Prediction | WN18RR | Structure-Aware Convolutional Networks | http://arxiv.org/abs/1811.04441v2 | Hits@3 | 0.48 |
Link Prediction | WN18RR | Structure-Aware Convolutional Networks | http://arxiv.org/abs/1811.04441v2 | Hits@1 | 0.43 |
Link Prediction | WN18RR | ConvR | https://aclanthology.org/N19-1103 | MRR | 0.475 |
Link Prediction | WN18RR | ConvR | https://aclanthology.org/N19-1103 | Hits@10 | 0.537 |
Link Prediction | WN18RR | ConvR | https://aclanthology.org/N19-1103 | Hits@3 | 0.489 |
Link Prediction | WN18RR | ConvR | https://aclanthology.org/N19-1103 | Hits@1 | 0.443 |
Link Prediction | WN18RR | GenKGC | https://arxiv.org/abs/2202.02113v7 | Hits@10 | 0.535 |
Link Prediction | WN18RR | GenKGC | https://arxiv.org/abs/2202.02113v7 | Hits@3 | 0.403 |
Link Prediction | WN18RR | GenKGC | https://arxiv.org/abs/2202.02113v7 | Hits@1 | 0.287 |
Link Prediction | WN18RR | InteractE | https://arxiv.org/abs/1911.00219v3 | MRR | 0.463 |
Link Prediction | WN18RR | InteractE | https://arxiv.org/abs/1911.00219v3 | Hits@10 | 0.528 |
Link Prediction | WN18RR | InteractE | https://arxiv.org/abs/1911.00219v3 | Hits@1 | 0.430 |
Link Prediction | WN18RR | InteractE | https://arxiv.org/abs/1911.00219v3 | MR | 5202 |
Link Prediction | WN18RR | TuckER | https://arxiv.org/abs/1901.09590v2 | MRR | 0.470 |
Link Prediction | WN18RR | TuckER | https://arxiv.org/abs/1901.09590v2 | Hits@10 | 0.526 |
Link Prediction | WN18RR | TuckER | https://arxiv.org/abs/1901.09590v2 | Hits@3 | 0.482 |
Link Prediction | WN18RR | TuckER | https://arxiv.org/abs/1901.09590v2 | Hits@1 | 0.443 |
Link Prediction | WN18RR | ConvKB | http://arxiv.org/abs/1712.02121v2 | MRR | 0.248 |
Link Prediction | WN18RR | ConvKB | http://arxiv.org/abs/1712.02121v2 | Hits@10 | 0.525 |
Link Prediction | WN18RR | ConvKB | http://arxiv.org/abs/1712.02121v2 | MR | 2554.0 |
Link Prediction | WN18RR | KG-BERT | https://arxiv.org/abs/1909.03193v2 | Hits@10 | 0.524 |
Link Prediction | WN18RR | KG-BERT | https://arxiv.org/abs/1909.03193v2 | MR | 97 |
Link Prediction | WN18RR | HypER | https://arxiv.org/abs/1808.07018v5 | MRR | 0.465 |
Link Prediction | WN18RR | HypER | https://arxiv.org/abs/1808.07018v5 | Hits@10 | 0.522 |
Link Prediction | WN18RR | HypER | https://arxiv.org/abs/1808.07018v5 | Hits@3 | 0.477 |
Link Prediction | WN18RR | HypER | https://arxiv.org/abs/1808.07018v5 | Hits@1 | 0.436 |
Link Prediction | WN18RR | HypER | https://arxiv.org/abs/1808.07018v5 | MR | 5796 |
Link Prediction | WN18RR | ConvE | http://arxiv.org/abs/1707.01476v6 | MRR | 0.430 |
Link Prediction | WN18RR | ConvE | http://arxiv.org/abs/1707.01476v6 | Hits@10 | 0.520 |
Link Prediction | WN18RR | ConvE | http://arxiv.org/abs/1707.01476v6 | Hits@3 | 0.440 |
Link Prediction | WN18RR | ConvE | http://arxiv.org/abs/1707.01476v6 | Hits@1 | 0.400 |
Link Prediction | WN18RR | RESCAL + Decom | https://arxiv.org/abs/1911.04053v2 | MRR | 0.457 |
Link Prediction | WN18RR | RESCAL + Decom | https://arxiv.org/abs/1911.04053v2 | Hits@10 | 0.515 |
Link Prediction | WN18RR | RESCAL + Decom | https://arxiv.org/abs/1911.04053v2 | Hits@3 | 0.469 |
Link Prediction | WN18RR | RESCAL + Decom | https://arxiv.org/abs/1911.04053v2 | Hits@1 | 0.427 |
Link Prediction | WN18RR | ComplEx | http://arxiv.org/abs/1606.06357v1 | MRR | 0.440 |
Link Prediction | WN18RR | ComplEx | http://arxiv.org/abs/1606.06357v1 | Hits@10 | 0.510 |
Link Prediction | WN18RR | ComplEx | http://arxiv.org/abs/1606.06357v1 | Hits@1 | 0.410 |
Link Prediction | WN18RR | ComplEx NSCaching | http://arxiv.org/abs/1812.06410v2 | MRR | 0.4463 |
Link Prediction | WN18RR | ComplEx NSCaching | http://arxiv.org/abs/1812.06410v2 | Hits@10 | 0.5089 |
Link Prediction | WN18RR | ComplEx NSCaching | http://arxiv.org/abs/1812.06410v2 | MR | 5365 |
Link Prediction | WN18RR | RotatE + GreenKGC (Ours) | https://arxiv.org/abs/2208.09137v2 | MRR | 0.411 |
Link Prediction | WN18RR | RotatE + GreenKGC (Ours) | https://arxiv.org/abs/2208.09137v2 | Hits@10 | 0.491 |
Link Prediction | WN18RR | RotatE + GreenKGC (Ours) | https://arxiv.org/abs/2208.09137v2 | Hits@3 | 0.43 |
Link Prediction | WN18RR | KBGAN (TransD + ComplEx) | http://arxiv.org/abs/1711.04071v3 | MRR | 0.215 |
Link Prediction | WN18RR | KBGAN (TransD + ComplEx) | http://arxiv.org/abs/1711.04071v3 | Hits@10 | 0.469 |
Link Prediction | WN18RR | TransE + GreenKGC (Ours) | https://arxiv.org/abs/2208.09137v2 | MRR | 0.342 |
Link Prediction | WN18RR | TransE + GreenKGC (Ours) | https://arxiv.org/abs/2208.09137v2 | Hits@10 | 0.413 |
Link Prediction | WN18RR | TransE + GreenKGC (Ours) | https://arxiv.org/abs/2208.09137v2 | Hits@3 | 0.365 |
Link Prediction | WN18RR | TransE + GreenKGC (Ours) | https://arxiv.org/abs/2208.09137v2 | Hits@1 | 0.3 |
Link Prediction | WN18RR | Inverse Model | http://arxiv.org/abs/1707.01476v6 | MRR | 0.35 |
Link Prediction | WN18RR | Inverse Model | http://arxiv.org/abs/1707.01476v6 | Hits@10 | 0.35 |
Link Prediction | WN18RR | Inverse Model | http://arxiv.org/abs/1707.01476v6 | Hits@3 | 0.35 |
Link Prediction | WN18RR | Inverse Model | http://arxiv.org/abs/1707.01476v6 | Hits@1 | 0.35 |
Link Prediction | WN18RR | Inverse Model | http://arxiv.org/abs/1707.01476v6 | MR | 13526 |
Link Prediction | WN18RR | M-Walk | http://arxiv.org/abs/1802.04394v5 | MRR | 0.437 |
Link Prediction | WN18RR | M-Walk | http://arxiv.org/abs/1802.04394v5 | Hits@3 | 0.445 |
Link Prediction | WN18RR | M-Walk | http://arxiv.org/abs/1802.04394v5 | Hits@1 | 0.414 |
Link Prediction | WN18RR | ComplEx-DURA | https://arxiv.org/abs/2011.05816v2 | MRR | 0.491 |
Link Prediction | WN18RR | ComplEx-DURA | https://arxiv.org/abs/2011.05816v2 | Hits@1 | 0.449 |
Link Prediction | WN18RR | DisMult | http://arxiv.org/abs/1412.6575v4 | MRR | 0.43 |
Link Prediction | WN18RR | DisMult | http://arxiv.org/abs/1412.6575v4 | Hits@1 | 0.39 |
Link Prediction | WN18RR | DistMult (after variational EM) | https://arxiv.org/abs/1907.01068v1 | MRR | 0.455 |
Link Prediction | Pubmed (biased evaluation) | GraphStar (double weight on positive examples) | https://arxiv.org/abs/1906.12330v1 | AUC | 97.67 |
Link Prediction | Pubmed (biased evaluation) | GraphStar (double weight on positive examples) | https://arxiv.org/abs/1906.12330v1 | AP | 98.64 |
Link Prediction | Pubmed (biased evaluation) | GraphStar (double weight on positive examples) | https://arxiv.org/abs/1906.12330v1 | Accuracy | 98.16 |
Link Prediction | Pubmed (biased evaluation) | SCAT (half of negative examples with 0 features) | http://arxiv.org/abs/1809.10851v2 | AUC | 97.52 |
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