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 | Pubmed (biased evaluation) | SCAT (half of negative examples with 0 features) | http://arxiv.org/abs/1809.10851v2 | AP | 97.19 |
Link Prediction | Pubmed | null | https://arxiv.org/abs/2203.01820v1 | AUC | 200% |
Link Prediction | Pubmed | Walkpooling | https://arxiv.org/abs/2110.04375v2 | AUC | 98.7% |
Link Prediction | Pubmed | Walkpooling | https://arxiv.org/abs/2110.04375v2 | AP | 98.7% |
Link Prediction | Pubmed | NBFNet | https://arxiv.org/abs/2106.06935v4 | AUC | 98.3% |
Link Prediction | Pubmed | NBFNet | https://arxiv.org/abs/2106.06935v4 | AP | 98.2% |
Link Prediction | Pubmed | VGNAE | https://arxiv.org/abs/2108.08046v2 | AUC | 97.6% |
Link Prediction | Pubmed | VGNAE | https://arxiv.org/abs/2108.08046v2 | AP | 97.6% |
Link Prediction | Pubmed | GNAE | https://arxiv.org/abs/2108.08046v2 | AUC | 97.5% |
Link Prediction | Pubmed | GNAE | https://arxiv.org/abs/2108.08046v2 | AP | 97.5% |
Link Prediction | Pubmed | ARGE | http://arxiv.org/abs/1802.04407v2 | AUC | 96.8% |
Link Prediction | Pubmed | ARGE | http://arxiv.org/abs/1802.04407v2 | AP | 97.1% |
Link Prediction | Pubmed | NESS | https://arxiv.org/abs/2303.08958v2 | AUC | 96.67% |
Link Prediction | Pubmed | NESS | https://arxiv.org/abs/2303.08958v2 | AP | 96.52% |
Link Prediction | Pubmed | S-VGAE | https://arxiv.org/abs/1804.00891v3 | AUC | 96.0% |
Link Prediction | Pubmed | S-VGAE | https://arxiv.org/abs/1804.00891v3 | AP | 96.0% |
Link Prediction | Pubmed | sGraphite-VAE | https://arxiv.org/abs/1905.08509v4 | AUC | 94.8% |
Link Prediction | Pubmed | sGraphite-VAE | https://arxiv.org/abs/1905.08509v4 | AP | 96.3% |
Link Prediction | Pubmed | Node Feature Agg + Similarity Metric | https://arxiv.org/abs/1910.02548v1 | AUC | 94.5% |
Link Prediction | Pubmed | Node Feature Agg + Similarity Metric | https://arxiv.org/abs/1910.02548v1 | AP | 94.2% |
Link Prediction | Pubmed | Graph InfoClust (GIC) | https://arxiv.org/abs/2009.06946v1 | AUC | 93.7% |
Link Prediction | Pubmed | Graph InfoClust (GIC) | https://arxiv.org/abs/2009.06946v1 | AP | 93.5% |
Link Prediction | Pubmed | MTGAE | http://arxiv.org/abs/1811.02798v1 | Accuracy | 94.40% |
Link Prediction | Pubmed | Variational graph auto-encoders | http://arxiv.org/abs/1611.07308v1 | ACC | 97.1 |
Link Prediction | Yago11k | TimePlex | https://arxiv.org/abs/2005.05035v2 | MRR | 0.2364 |
Link Prediction | CoDEx Large | ComplEx-N3-RP | https://arxiv.org/abs/2110.02834v1 | MRR | 0.345 |
Link Prediction | CoDEx Large | ComplEx-N3-RP | https://arxiv.org/abs/2110.02834v1 | Hits@1 | 0.277 |
Link Prediction | CoDEx Large | ComplEx-N3-RP | https://arxiv.org/abs/2110.02834v1 | Hits@3 | 0.377 |
Link Prediction | CoDEx Large | ComplEx-N3-RP | https://arxiv.org/abs/2110.02834v1 | Hits@10 | 0.473 |
Link Prediction | CoDEx Large | TuckER | https://arxiv.org/abs/2009.07810v2 | MRR | 0.309 |
Link Prediction | CoDEx Large | TuckER | https://arxiv.org/abs/2009.07810v2 | Hits@1 | 0.244 |
Link Prediction | CoDEx Large | TuckER | https://arxiv.org/abs/2009.07810v2 | Hits@3 | 0.3395 |
Link Prediction | CoDEx Large | TuckER | https://arxiv.org/abs/2009.07810v2 | Hits@10 | 0.430 |
Link Prediction | CoDEx Large | RESCAL | https://arxiv.org/abs/2009.07810v2 | MRR | 0.304 |
Link Prediction | CoDEx Large | RESCAL | https://arxiv.org/abs/2009.07810v2 | Hits@1 | 0.242 |
Link Prediction | CoDEx Large | RESCAL | https://arxiv.org/abs/2009.07810v2 | Hits@3 | 0.3313 |
Link Prediction | CoDEx Large | RESCAL | https://arxiv.org/abs/2009.07810v2 | Hits@10 | 0.419 |
Link Prediction | CoDEx Large | ConvE | https://arxiv.org/abs/2009.07810v2 | MRR | 0.303 |
Link Prediction | CoDEx Large | ConvE | https://arxiv.org/abs/2009.07810v2 | Hits@1 | 0.240 |
Link Prediction | CoDEx Large | ConvE | https://arxiv.org/abs/2009.07810v2 | Hits@3 | 0.3298 |
Link Prediction | CoDEx Large | ConvE | https://arxiv.org/abs/2009.07810v2 | Hits@10 | 0.420 |
Link Prediction | CoDEx Large | ComplEx | https://arxiv.org/abs/2009.07810v2 | MRR | 0.294 |
Link Prediction | CoDEx Large | ComplEx | https://arxiv.org/abs/2009.07810v2 | Hits@1 | 0.237 |
Link Prediction | CoDEx Large | ComplEx | https://arxiv.org/abs/2009.07810v2 | Hits@3 | 0.3179 |
Link Prediction | CoDEx Large | ComplEx | https://arxiv.org/abs/2009.07810v2 | Hits@10 | 0.400 |
Link Prediction | CoDEx Large | TransE | https://arxiv.org/abs/2009.07810v2 | MRR | 0.187 |
Link Prediction | CoDEx Large | TransE | https://arxiv.org/abs/2009.07810v2 | Hits@1 | 0.116 |
Link Prediction | CoDEx Large | TransE | https://arxiv.org/abs/2009.07810v2 | Hits@3 | 0.2188 |
Link Prediction | CoDEx Large | TransE | https://arxiv.org/abs/2009.07810v2 | Hits@10 | 0.317 |
Link Prediction | Gnutella | Asymmetric Transitivity Preservation | http://arxiv.org/abs/1811.00839v2 | AUC | 93.14 |
Link Prediction | Alibaba | GATNE-I | https://arxiv.org/abs/1905.01669v2 | F1-Score | 89.94 |
Link Prediction | Alibaba | GATNE-I | https://arxiv.org/abs/1905.01669v2 | PR AUC | 95.04 |
Link Prediction | Alibaba | GATNE-I | https://arxiv.org/abs/1905.01669v2 | ROC AUC | 84.2 |
Link Prediction | GO21 | ConE | https://arxiv.org/abs/2110.14923v2 | MRR | 0.211 |
Link Prediction | GO21 | ConE | https://arxiv.org/abs/2110.14923v2 | Hit@1 | 0.14 |
Link Prediction | GO21 | ConE | https://arxiv.org/abs/2110.14923v2 | Hits@3 | 0.237 |
Link Prediction | GO21 | ConE | https://arxiv.org/abs/2110.14923v2 | Hits@10 | 0.347 |
Link Prediction | Last.FM | MAGNN | https://arxiv.org/abs/2002.01680v2 | AP | 98.93 |
Link Prediction | Last.FM | MAGNN | https://arxiv.org/abs/2002.01680v2 | AUC | 98.91 |
Link Prediction | Wikidata5M | MoCoKGC | https://aclanthology.org/2024.emnlp-main.832/ | MRR | 0.490 |
Link Prediction | Wikidata5M | MoCoKGC | https://aclanthology.org/2024.emnlp-main.832/ | Hits@1 | 0.435 |
Link Prediction | Wikidata5M | MoCoKGC | https://aclanthology.org/2024.emnlp-main.832/ | Hits@3 | 0.517 |
Link Prediction | Wikidata5M | MoCoKGC | https://aclanthology.org/2024.emnlp-main.832/ | Hits@10 | 0.591 |
Link Prediction | Wikidata5M | KGT5-context + Description | https://arxiv.org/abs/2305.13059v2 | MRR | 0.426 |
Link Prediction | Wikidata5M | KGT5-context + Description | https://arxiv.org/abs/2305.13059v2 | Hits@1 | 0.406 |
Link Prediction | Wikidata5M | KGT5-context + Description | https://arxiv.org/abs/2305.13059v2 | Hits@3 | 0.44 |
Link Prediction | Wikidata5M | KGT5-context + Description | https://arxiv.org/abs/2305.13059v2 | Hits@10 | 0.46 |
Link Prediction | Wikidata5M | KGT5 + Description | https://arxiv.org/abs/2305.13059v2 | MRR | 0.381 |
Link Prediction | Wikidata5M | KGT5 + Description | https://arxiv.org/abs/2305.13059v2 | Hits@1 | 0.357 |
Link Prediction | Wikidata5M | KGT5 + Description | https://arxiv.org/abs/2305.13059v2 | Hits@3 | 0.397 |
Link Prediction | Wikidata5M | KGT5 + Description | https://arxiv.org/abs/2305.13059v2 | Hits@10 | 0.422 |
Link Prediction | Wikidata5M | KGT5-context | https://arxiv.org/abs/2305.13059v2 | MRR | 0.378 |
Link Prediction | Wikidata5M | KGT5-context | https://arxiv.org/abs/2305.13059v2 | Hits@1 | 0.35 |
Link Prediction | Wikidata5M | KGT5-context | https://arxiv.org/abs/2305.13059v2 | Hits@3 | 0.396 |
Link Prediction | Wikidata5M | KGT5-context | https://arxiv.org/abs/2305.13059v2 | Hits@10 | 0.427 |
Link Prediction | Wikidata5M | SimKGC + Description | https://arxiv.org/abs/2203.02167v1 | MRR | 0.358 |
Link Prediction | Wikidata5M | SimKGC + Description | https://arxiv.org/abs/2203.02167v1 | Hits@1 | 0.313 |
Link Prediction | Wikidata5M | SimKGC + Description | https://arxiv.org/abs/2203.02167v1 | Hits@3 | 0.376 |
Link Prediction | Wikidata5M | SimKGC + Description | https://arxiv.org/abs/2203.02167v1 | Hits@10 | 0.441 |
Link Prediction | Wikidata5M | KGT5 ComplEx Ensemble | https://arxiv.org/abs/2203.10321v1 | MRR | 0.336 |
Link Prediction | Wikidata5M | KGT5 ComplEx Ensemble | https://arxiv.org/abs/2203.10321v1 | Hits@1 | 0.282 |
Link Prediction | Wikidata5M | KGT5 ComplEx Ensemble | https://arxiv.org/abs/2203.10321v1 | Hits@3 | 0.362 |
Link Prediction | Wikidata5M | KGT5 ComplEx Ensemble | https://arxiv.org/abs/2203.10321v1 | Hits@10 | 0.426 |
Link Prediction | Wikidata5M | ComplEx | https://dl.acm.org/doi/pdf/10.14778/3494124.3494144 | MRR | 0.308 |
Link Prediction | Wikidata5M | ComplEx | https://dl.acm.org/doi/pdf/10.14778/3494124.3494144 | Hits@1 | 0.255 |
Link Prediction | Wikidata5M | ComplEx | https://dl.acm.org/doi/pdf/10.14778/3494124.3494144 | Hits@10 | 0.398 |
Link Prediction | Wikidata5M | KGT5 | https://arxiv.org/abs/2203.10321v1 | MRR | 0.300 |
Link Prediction | Wikidata5M | KGT5 | https://arxiv.org/abs/2203.10321v1 | Hits@1 | 0.267 |
Link Prediction | Wikidata5M | KGT5 | https://arxiv.org/abs/2203.10321v1 | Hits@3 | 0.318 |
Link Prediction | Wikidata5M | KGT5 | https://arxiv.org/abs/2203.10321v1 | Hits@10 | 0.365 |
Link Prediction | Wikidata5M | SimplE | https://arxiv.org/abs/1911.06136v3 | MRR | 0.296 |
Link Prediction | Wikidata5M | SimplE | https://arxiv.org/abs/1911.06136v3 | Hits@1 | 0.252 |
Link Prediction | Wikidata5M | SimplE | https://arxiv.org/abs/1911.06136v3 | Hits@3 | 0.317 |
Link Prediction | Wikidata5M | SimplE | https://arxiv.org/abs/1911.06136v3 | Hits@10 | 0.377 |
Link Prediction | Wikidata5M | RotatE | https://arxiv.org/abs/1911.06136v3 | MRR | 0.29 |
Link Prediction | Wikidata5M | RotatE | https://arxiv.org/abs/1911.06136v3 | Hits@1 | 0.234 |
Link Prediction | Wikidata5M | RotatE | https://arxiv.org/abs/1911.06136v3 | Hits@3 | 0.322 |
Link Prediction | Wikidata5M | RotatE | https://arxiv.org/abs/1911.06136v3 | Hits@10 | 0.39 |
Link Prediction | Wikidata5M | ComplEx | https://arxiv.org/abs/1911.06136v3 | MRR | 0.281 |
Link Prediction | Wikidata5M | ComplEx | https://arxiv.org/abs/1911.06136v3 | Hits@1 | 0.228 |
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