Split (1)

train · 326k rows

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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