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	YAGO3-10	DihEdral	https://arxiv.org/abs/1906.00687v1	Hits@3	0.523
Link Prediction	YAGO3-10	ComplEx-N3 (large model, reciprocal)	http://arxiv.org/abs/1806.07297v1	Hits@10	0.71
Link Prediction	YAGO3-10	ConvE	http://arxiv.org/abs/1707.01476v6	MRR	0.44
Link Prediction	YAGO3-10	ConvE	http://arxiv.org/abs/1707.01476v6	Hits@10	0.62
Link Prediction	YAGO3-10	ComplEx-N3 (reciprocal)	http://arxiv.org/abs/1806.07297v1	MRR	0.58
Link Prediction	YAGO3-10	ComplEx	https://arxiv.org/abs/2207.04979v1	MRR	0.551
Link Prediction	Wikidata12k	TimePlex	https://arxiv.org/abs/2005.05035v2	MRR	0.3335
Link Prediction	CoDEx Small	ComplEx-N3-RP	https://arxiv.org/abs/2110.02834v1	MRR	0.473
Link Prediction	CoDEx Small	ComplEx-N3-RP	https://arxiv.org/abs/2110.02834v1	Hits@1	0.375
Link Prediction	CoDEx Small	ComplEx-N3-RP	https://arxiv.org/abs/2110.02834v1	Hits@3	0.514
Link Prediction	CoDEx Small	ComplEx-N3-RP	https://arxiv.org/abs/2110.02834v1	Hits@10	0.663
Link Prediction	CoDEx Small	TuckER	https://arxiv.org/abs/2009.07810v2	MRR	0.444
Link Prediction	CoDEx Small	TuckER	https://arxiv.org/abs/2009.07810v2	Hits@1	0.372
Link Prediction	CoDEx Small	TuckER	https://arxiv.org/abs/2009.07810v2	Hits@3	0.5038
Link Prediction	CoDEx Small	TuckER	https://arxiv.org/abs/2009.07810v2	Hits@10	0.646
Link Prediction	CoDEx Small	ConvE	https://arxiv.org/abs/2009.07810v2	MRR	0.444
Link Prediction	CoDEx Small	ConvE	https://arxiv.org/abs/2009.07810v2	Hits@1	0.219
Link Prediction	CoDEx Small	ConvE	https://arxiv.org/abs/2009.07810v2	Hits@3	0.4218
Link Prediction	CoDEx Small	ConvE	https://arxiv.org/abs/2009.07810v2	Hits@10	0.634
Link Prediction	CoDEx Small	RESCAL	https://arxiv.org/abs/2009.07810v2	MRR	0.404
Link Prediction	CoDEx Small	RESCAL	https://arxiv.org/abs/2009.07810v2	Hits@1	0.343
Link Prediction	CoDEx Small	RESCAL	https://arxiv.org/abs/2009.07810v2	Hits@3	0.4926
Link Prediction	CoDEx Small	RESCAL	https://arxiv.org/abs/2009.07810v2	Hits@10	0.635
Link Prediction	CoDEx Small	ComplEx	https://arxiv.org/abs/2009.07810v2	MRR	0.404
Link Prediction	CoDEx Small	ComplEx	https://arxiv.org/abs/2009.07810v2	Hits@1	0.293
Link Prediction	CoDEx Small	ComplEx	https://arxiv.org/abs/2009.07810v2	Hits@3	0.4494
Link Prediction	CoDEx Small	ComplEx	https://arxiv.org/abs/2009.07810v2	Hits@10	0.623
Link Prediction	CoDEx Small	TransE	https://arxiv.org/abs/2009.07810v2	MRR	0.354
Link Prediction	CoDEx Small	TransE	https://arxiv.org/abs/2009.07810v2	Hits@1	0.339
Link Prediction	CoDEx Small	TransE	https://arxiv.org/abs/2009.07810v2	Hits@3	0.4975
Link Prediction	CoDEx Small	TransE	https://arxiv.org/abs/2009.07810v2	Hits@10	0.638
Link Prediction	Wikipeople	HAHE	https://arxiv.org/abs/2305.06588v2	MRR	0.509
Link Prediction	Wikipeople	HAHE	https://arxiv.org/abs/2305.06588v2	H@1	0.447
Link Prediction	Wikipeople	HAHE	https://arxiv.org/abs/2305.06588v2	H@10	0.639
Link Prediction	DRI Corpus	ResAttArg	https://arxiv.org/abs/2102.12227v3	F1	43.66
Link Prediction	ICEWS05-15	SPA	https://arxiv.org/abs/2210.16740v1	MRR	0.713
Link Prediction	ICEWS05-15	TLT-KGE(Quaternion)	https://dl.acm.org/doi/abs/10.1145/3511808.3557233	MRR	0.690
Link Prediction	ICEWS05-15	TNTComplEx (x10)	https://arxiv.org/abs/2004.04926v1	MRR	0.67
Link Prediction	ICEWS05-15	RotateQVS	https://arxiv.org/abs/2203.07993v2	MRR	0.633
Link Prediction	ICEWS05-15	TimePlex	https://arxiv.org/abs/2005.05035v2	MRR	0.632
Link Prediction	ICEWS05-15	TNTComplEx	https://arxiv.org/abs/2004.04926v1	MRR	0.60
Link Prediction	ICEWS05-15	TeRo-Large	https://arxiv.org/abs/2203.07993v2	MRR	0.534
Link Prediction	ICEWS05-15	ATiSE	https://arxiv.org/abs/2203.07993v2	MRR	0.519
Link Prediction	ICEWS05-15	DE-SimplE	https://arxiv.org/abs/2203.07993v2	MRR	0.513
Link Prediction	ICEWS05-15	QuatE	https://arxiv.org/abs/2203.07993v2	MRR	0.482
Link Prediction	ICEWS05-15	TA-DistMult	https://arxiv.org/abs/2203.07993v2	MRR	0.474
Link Prediction	ICEWS05-15	DistMult	https://arxiv.org/abs/2203.07993v2	MRR	0.456
Link Prediction	ICEWS05-15	HyTE	https://arxiv.org/abs/2203.07993v2	MRR	0.316
Link Prediction	ICEWS05-15	RotatEYAGO3-10	https://arxiv.org/abs/2203.07993v2	MRR	0.304
Link Prediction	ICEWS05-15	TransE	https://arxiv.org/abs/2203.07993v2	MRR	0.294
Link Prediction	ICEWS05-15	TTransE	https://arxiv.org/abs/2203.07993v2	MRR	0.271
Link Prediction	Douban	HSRL (DW)	http://arxiv.org/abs/1902.06684v1	AUC	84.2
Link Prediction	Douban	Event2vec	http://arxiv.org/abs/1901.10234v2	AUC	82.3
Link Prediction	WN18 (filtered)	ParTransH	http://arxiv.org/abs/1703.10316v4	Hits@10	76.6
Link Prediction	WN18 (filtered)	ParTransH	http://arxiv.org/abs/1703.10316v4	MR	203
Link Prediction	CoDEx Medium	ULTRA	https://arxiv.org/abs/2310.04562v2	MRR	0.372
Link Prediction	CoDEx Medium	ULTRA	https://arxiv.org/abs/2310.04562v2	Hits@10	0.525
Link Prediction	CoDEx Medium	ComplEx-N3-RP	https://arxiv.org/abs/2110.02834v1	MRR	0.352
Link Prediction	CoDEx Medium	ComplEx-N3-RP	https://arxiv.org/abs/2110.02834v1	Hits@1	0.277
Link Prediction	CoDEx Medium	ComplEx-N3-RP	https://arxiv.org/abs/2110.02834v1	Hits@3	0.386
Link Prediction	CoDEx Medium	ComplEx-N3-RP	https://arxiv.org/abs/2110.02834v1	Hits@10	0.490
Link Prediction	CoDEx Medium	ComplEx	https://arxiv.org/abs/2009.07810v2	MRR	0.337
Link Prediction	CoDEx Medium	ComplEx	https://arxiv.org/abs/2009.07810v2	Hits@1	0.244
Link Prediction	CoDEx Medium	ComplEx	https://arxiv.org/abs/2009.07810v2	Hits@3	0.3477
Link Prediction	CoDEx Medium	ComplEx	https://arxiv.org/abs/2009.07810v2	Hits@10	0.456
Link Prediction	CoDEx Medium	TuckER	https://arxiv.org/abs/2009.07810v2	MRR	0.328
Link Prediction	CoDEx Medium	TuckER	https://arxiv.org/abs/2009.07810v2	Hits@1	0.223
Link Prediction	CoDEx Medium	TuckER	https://arxiv.org/abs/2009.07810v2	Hits@3	0.3363
Link Prediction	CoDEx Medium	TuckER	https://arxiv.org/abs/2009.07810v2	Hits@10	0.454
Link Prediction	CoDEx Medium	ConvE	https://arxiv.org/abs/2009.07810v2	MRR	0.318
Link Prediction	CoDEx Medium	ConvE	https://arxiv.org/abs/2009.07810v2	Hits@1	0.262
Link Prediction	CoDEx Medium	ConvE	https://arxiv.org/abs/2009.07810v2	Hits@3	0.3701
Link Prediction	CoDEx Medium	ConvE	https://arxiv.org/abs/2009.07810v2	Hits@10	0.476
Link Prediction	CoDEx Medium	RESCAL	https://arxiv.org/abs/2009.07810v2	MRR	0.317
Link Prediction	CoDEx Medium	RESCAL	https://arxiv.org/abs/2009.07810v2	Hits@1	0.239
Link Prediction	CoDEx Medium	RESCAL	https://arxiv.org/abs/2009.07810v2	Hits@3	0.3551
Link Prediction	CoDEx Medium	RESCAL	https://arxiv.org/abs/2009.07810v2	Hits@10	0.464
Link Prediction	CoDEx Medium	TransE	https://arxiv.org/abs/2009.07810v2	MRR	0.303
Link Prediction	CoDEx Medium	TransE	https://arxiv.org/abs/2009.07810v2	Hits@1	0.259
Link Prediction	CoDEx Medium	TransE	https://arxiv.org/abs/2009.07810v2	Hits@3	0.3599
Link Prediction	CoDEx Medium	TransE	https://arxiv.org/abs/2009.07810v2	Hits@10	0.458
Link Prediction	LiveJournal	PBG (1 partition)	http://arxiv.org/abs/1903.12287v3	Hits@10	0.857
Link Prediction	LiveJournal	PBG (1 partition)	http://arxiv.org/abs/1903.12287v3	MR	245.9
Link Prediction	LiveJournal	PyTorch BigGraph	http://arxiv.org/abs/1903.12287v3	MRR	0.749
Link Prediction	FB15k (filtered)	ParTransH	http://arxiv.org/abs/1703.10316v4	Hits@10	65.7
Link Prediction	FB15k (filtered)	ParTransH	http://arxiv.org/abs/1703.10316v4	MR	60
Link Prediction	MovieLens 25M	PEAGAT	https://arxiv.org/abs/2010.11793v3	nDCG@10	0.5475
Link Prediction	MovieLens 25M	PEAGAT	https://arxiv.org/abs/2010.11793v3	Hits@10	0.8284
Link Prediction	MovieLens 25M	NFM	http://arxiv.org/abs/1708.05027v1	nDCG@10	0.5347
Link Prediction	MovieLens 25M	NFM	http://arxiv.org/abs/1708.05027v1	Hits@10	0.8132
Link Prediction	MovieLens 25M	KGAT	https://arxiv.org/abs/1905.07854v2	nDCG@10	0.5236
Link Prediction	MovieLens 25M	KGAT	https://arxiv.org/abs/1905.07854v2	Hits@10	0.8147
Link Prediction	MovieLens 25M	CFKG	http://arxiv.org/abs/1805.03352v2	nDCG@10	0.5196
Link Prediction	MovieLens 25M	CFKG	http://arxiv.org/abs/1805.03352v2	Hits@10	0.8152
Link Prediction	MovieLens 25M	metapath2vec	https://dl.acm.org/doi/10.1145/3097983.3098036	nDCG@10	0.5051
Link Prediction	MovieLens 25M	metapath2vec	https://dl.acm.org/doi/10.1145/3097983.3098036	Hits@10	0.7956
Link Prediction	MovieLens 25M	NGCF	https://arxiv.org/abs/1905.08108v2	nDCG@10	0.4866
Link Prediction	MovieLens 25M	NGCF	https://arxiv.org/abs/1905.08108v2	Hits@10	0.7807
Link Prediction	MovieLens 25M	KGCN	http://arxiv.org/abs/1904.12575v1	nDCG@10	0.4699
Link Prediction	MovieLens 25M	KGCN	http://arxiv.org/abs/1904.12575v1	Hits@10	0.771

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