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 | Cora (biased evaluation) | GraphStar (double weight on positive examples) | https://arxiv.org/abs/1906.12330v1 | AUC | 95.65 |
Link Prediction | Cora (biased evaluation) | GraphStar (double weight on positive examples) | https://arxiv.org/abs/1906.12330v1 | AP | 96.15 |
Link Prediction | Cora (biased evaluation) | GraphStar (double weight on positive examples) | https://arxiv.org/abs/1906.12330v1 | Accuracy | 95.9 |
Link Prediction | Cora (biased evaluation) | SCAT (half of negative examples with 0 features) | http://arxiv.org/abs/1809.10851v2 | AUC | 94.48 |
Link Prediction | Cora (biased evaluation) | SCAT (half of negative examples with 0 features) | http://arxiv.org/abs/1809.10851v2 | AP | 94.63 |
Link Prediction | SINS | mlp | http://arxiv.org/abs/1803.04311v3 | Scaled time-delay embeddings | 213 |
Link Prediction | FB-AUTO | BoxE | https://arxiv.org/abs/2007.06267v2 | MRR | 0.844 |
Link Prediction | FB-AUTO | BoxE | https://arxiv.org/abs/2007.06267v2 | Hits@10 | 0.898 |
Link Prediction | FB-AUTO | BoxE | https://arxiv.org/abs/2007.06267v2 | Hits@1 | 0.814 |
Link Prediction | AbstRCT - Neoplasm | ResAttArg | https://arxiv.org/abs/2102.12227v3 | F1 | 54.43 |
Link Prediction | NELL-995 | Prob-CBR | https://arxiv.org/abs/2010.03548v2 | MRR | 0.81 |
Link Prediction | NELL-995 | Prob-CBR | https://arxiv.org/abs/2010.03548v2 | Hits@1 | 0.77 |
Link Prediction | NELL-995 | Prob-CBR | https://arxiv.org/abs/2010.03548v2 | Hits@10 | 0.89 |
Link Prediction | NELL-995 | Prob-CBR | https://arxiv.org/abs/2010.03548v2 | HITS@3 | 0.85 |
Link Prediction | NELL-995 | CoPER-ConvE | https://aaai.org/ojs/index.php/AAAI/article/view/5693/ | MRR | .7868 |
Link Prediction | NELL-995 | CoPER-ConvE | https://aaai.org/ojs/index.php/AAAI/article/view/5693/ | Hits@1 | .7215 |
Link Prediction | NELL-995 | CoPER-ConvE | https://aaai.org/ojs/index.php/AAAI/article/view/5693/ | Hits@10 | .8835 |
Link Prediction | NELL-995 | Meta-KGR (ConvE) | https://arxiv.org/abs/1908.11513v1 | MRR | 0.253 |
Link Prediction | NELL-995 | Meta-KGR (ConvE) | https://arxiv.org/abs/1908.11513v1 | Hits@1 | 0.197 |
Link Prediction | NELL-995 | Meta-KGR (ConvE) | https://arxiv.org/abs/1908.11513v1 | Hits@10 | 0.347 |
Link Prediction | NELL-995 | RL | http://arxiv.org/abs/1707.06690v3 | Mean AP | 79.6 |
Link Prediction | FB122 | Prob-CBR | https://arxiv.org/abs/2010.03548v2 | HITS@3 | 74.2 |
Link Prediction | FB122 | Prob-CBR | https://arxiv.org/abs/2010.03548v2 | Hits@5 | 76.0 |
Link Prediction | FB122 | Prob-CBR | https://arxiv.org/abs/2010.03548v2 | Hits@10 | 78.2 |
Link Prediction | FB122 | Prob-CBR | https://arxiv.org/abs/2010.03548v2 | MRR | 72.7 |
Link Prediction | FB122 | RotatE | http://arxiv.org/abs/1902.10197v1 | HITS@3 | 70.8 |
Link Prediction | FB122 | RotatE | http://arxiv.org/abs/1902.10197v1 | Hits@5 | 73.57 |
Link Prediction | FB122 | RotatE | http://arxiv.org/abs/1902.10197v1 | Hits@10 | 77.0 |
Link Prediction | FB122 | RotatE | http://arxiv.org/abs/1902.10197v1 | MRR | 67.8 |
Link Prediction | FB122 | GNTPs | https://arxiv.org/abs/1912.10824v1 | HITS@3 | 69.2 |
Link Prediction | FB122 | GNTPs | https://arxiv.org/abs/1912.10824v1 | Hits@5 | 71.1 |
Link Prediction | FB122 | GNTPs | https://arxiv.org/abs/1912.10824v1 | Hits@10 | 73.2 |
Link Prediction | FB122 | GNTPs | https://arxiv.org/abs/1912.10824v1 | MRR | 67.8 |
Link Prediction | FB122 | ComplEx | http://arxiv.org/abs/1606.06357v1 | HITS@3 | 67.3 |
Link Prediction | FB122 | ComplEx | http://arxiv.org/abs/1606.06357v1 | Hits@5 | 69.5 |
Link Prediction | FB122 | ComplEx | http://arxiv.org/abs/1606.06357v1 | Hits@10 | 71.9 |
Link Prediction | FB122 | ComplEx | http://arxiv.org/abs/1606.06357v1 | MRR | 64.1 |
Link Prediction | FB122 | TransE | http://papers.nips.cc/paper/5071-translating-embeddings-for-modeling-multi-relational-data | HITS@3 | 58.9 |
Link Prediction | FB122 | TransE | http://papers.nips.cc/paper/5071-translating-embeddings-for-modeling-multi-relational-data | Hits@5 | 64.2 |
Link Prediction | FB122 | TransE | http://papers.nips.cc/paper/5071-translating-embeddings-for-modeling-multi-relational-data | Hits@10 | 70.2 |
Link Prediction | FB122 | TransE | http://papers.nips.cc/paper/5071-translating-embeddings-for-modeling-multi-relational-data | MRR | 48.0 |
Link Prediction | Citeseer | NESS | https://arxiv.org/abs/2303.08958v2 | AUC | 99.43 |
Link Prediction | Citeseer | NESS | https://arxiv.org/abs/2303.08958v2 | AP | 99.5 |
Link Prediction | Citeseer | VGNAE | https://arxiv.org/abs/2108.08046v2 | AUC | 97 |
Link Prediction | Citeseer | VGNAE | https://arxiv.org/abs/2108.08046v2 | AP | 97.1 |
Link Prediction | Citeseer | Graph InfoClust (GIC) | https://arxiv.org/abs/2009.06946v1 | AUC | 97 |
Link Prediction | Citeseer | Graph InfoClust (GIC) | https://arxiv.org/abs/2009.06946v1 | AP | 96.8 |
Link Prediction | Citeseer | GNAE | https://arxiv.org/abs/2108.08046v2 | AUC | 96.5 |
Link Prediction | Citeseer | GNAE | https://arxiv.org/abs/2108.08046v2 | AP | 97 |
Link Prediction | Citeseer | Walkpooling | https://arxiv.org/abs/2110.04375v2 | AUC | 95.94 |
Link Prediction | Citeseer | Walkpooling | https://arxiv.org/abs/2110.04375v2 | AP | 96.04 |
Link Prediction | Citeseer | BANE | https://www.researchgate.net/publication/328688614_Binarized_Attributed_Network_Embedding | AUC | 95.59% |
Link Prediction | Citeseer | S-VGAE | https://arxiv.org/abs/1804.00891v3 | AUC | 94.7 |
Link Prediction | Citeseer | S-VGAE | https://arxiv.org/abs/1804.00891v3 | AP | 95.2 |
Link Prediction | Citeseer | sGraphite-VAE | https://arxiv.org/abs/1803.10459v4 | AUC | 94.1% |
Link Prediction | Citeseer | sGraphite-VAE | https://arxiv.org/abs/1803.10459v4 | AP | 95.4% |
Link Prediction | Citeseer | NBFNet | https://arxiv.org/abs/2106.06935v4 | AUC | 92.3% |
Link Prediction | Citeseer | NBFNet | https://arxiv.org/abs/2106.06935v4 | AP | 93.6% |
Link Prediction | Citeseer | ARGE | http://arxiv.org/abs/1802.04407v2 | AUC | 91.9 |
Link Prediction | Citeseer | ARGE | http://arxiv.org/abs/1802.04407v2 | AP | 93 |
Link Prediction | Citeseer | Node Feature Agg + Similarity Metric | https://arxiv.org/abs/1910.02548v1 | AUC | 90.9% |
Link Prediction | Citeseer | Node Feature Agg + Similarity Metric | https://arxiv.org/abs/1910.02548v1 | AP | 91.8% |
Link Prediction | Citeseer | MTGAE | http://arxiv.org/abs/1811.02798v1 | Accuracy | 94.90% |
Link Prediction | Citeseer | Variational graph auto-encoders | http://arxiv.org/abs/1611.07308v1 | ACC | 91.4 |
Link Prediction | Gene-disease interactions | HOGCN | https://arxiv.org/abs/2010.08516v1 | AUPRC | 94.1 |
Link Prediction | OpenBG500 | MoCoSA | https://arxiv.org/abs/2308.08204v1 | MRR | 0.634 |
Link Prediction | OpenBG500 | MoCoSA | https://arxiv.org/abs/2308.08204v1 | Hits@1 | 0.531 |
Link Prediction | OpenBG500 | MoCoSA | https://arxiv.org/abs/2308.08204v1 | Hits@3 | 0.711 |
Link Prediction | OpenBG500 | MoCoSA | https://arxiv.org/abs/2308.08204v1 | Hits@10 | 0.83 |
Link Prediction | YAGO37 | SEEK | https://arxiv.org/abs/2005.00856v3 | Hits@1 | 0.370 |
Link Prediction | YAGO37 | SEEK | https://arxiv.org/abs/2005.00856v3 | Hits@10 | 0.622 |
Link Prediction | YAGO37 | SEEK | https://arxiv.org/abs/2005.00856v3 | Hits@3 | 0.498 |
Link Prediction | YAGO37 | SEEK | https://arxiv.org/abs/2005.00856v3 | MRR | 0.454 |
Link Prediction | YAGO37 | Rule-Guided Embedding | http://arxiv.org/abs/1711.11231v1 | Hits@1 | 0.34 |
Link Prediction | YAGO37 | Rule-Guided Embedding | http://arxiv.org/abs/1711.11231v1 | Hits@10 | 0.603 |
Link Prediction | YAGO37 | Rule-Guided Embedding | http://arxiv.org/abs/1711.11231v1 | Hits@3 | 0.482 |
Link Prediction | YAGO37 | Rule-Guided Embedding | http://arxiv.org/abs/1711.11231v1 | Hits@5 | 0.541 |
Link Prediction | YAGO37 | Rule-Guided Embedding | http://arxiv.org/abs/1711.11231v1 | MRR | 0.431 |
Link Prediction | YAGO39K | TransC (bern) | http://arxiv.org/abs/1811.04588v1 | Hits@1 | 0.298 |
Link Prediction | YAGO39K | TransC (bern) | http://arxiv.org/abs/1811.04588v1 | Hits@10 | 0.698 |
Link Prediction | YAGO39K | TransC (bern) | http://arxiv.org/abs/1811.04588v1 | Hits@3 | 0.502 |
Link Prediction | YAGO39K | TransC (bern) | http://arxiv.org/abs/1811.04588v1 | MRR | 0.42 |
Link Prediction | TSP/HCP Benchmark set | TGT-Agx4 | https://arxiv.org/abs/2402.04538v2 | F1 | 0.871 |
Link Prediction | TSP/HCP Benchmark set | ARGNP | https://arxiv.org/abs/2205.15678v1 | F1 | 0.855 |
Link Prediction | TSP/HCP Benchmark set | EGT | https://arxiv.org/abs/2108.03348v3 | F1 | 0.853 |
Link Prediction | TSP/HCP Benchmark set | GatedGCN-E | https://arxiv.org/abs/2003.00982v5 | F1 | 0.838 |
Link Prediction | DDB14 | ConE | https://arxiv.org/abs/2110.14923v2 | MRR | 0.231 |
Link Prediction | DDB14 | ConE | https://arxiv.org/abs/2110.14923v2 | Hits@1 | 0.161 |
Link Prediction | DDB14 | ConE | https://arxiv.org/abs/2110.14923v2 | Hits@3 | 0.252 |
Link Prediction | DDB14 | ConE | https://arxiv.org/abs/2110.14923v2 | Hits@10 | 0.364 |
Link Prediction | JF17K | HAHE | https://arxiv.org/abs/2305.06588v2 | MRR | 0.623 |
Link Prediction | JF17K | HAHE | https://arxiv.org/abs/2305.06588v2 | H@1 | 0.554 |
Link Prediction | JF17K | HAHE | https://arxiv.org/abs/2305.06588v2 | H@10 | 0.806 |
Link Prediction | JF17K | StarE (H) + Transformer (H) | https://arxiv.org/abs/2009.10847v1 | MRR | 0.574 |
Link Prediction | JF17K | StarE (H) + Transformer (H) | https://arxiv.org/abs/2009.10847v1 | Hit@1 | 0.496 |
Link Prediction | JF17K | StarE (H) + Transformer (H) | https://arxiv.org/abs/2009.10847v1 | Hit@10 | 0.725 |
Link Prediction | JF17K | StarE (H) + Transformer (H) | https://arxiv.org/abs/2009.10847v1 | Hit@5 | 0.658 |
Link Prediction | JF17K | BoxE | https://arxiv.org/abs/2007.06267v2 | MRR | 0.560 |
Link Prediction | JF17K | BoxE | https://arxiv.org/abs/2007.06267v2 | Hit@1 | 0.472 |
Link Prediction | JF17K | BoxE | https://arxiv.org/abs/2007.06267v2 | Hit@10 | 0.722 |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.