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ResearchFormerly WizWand

Link Prediction on ICEWS 05-15

0.813Hits@10RotateQVS

Evaluation results

Method	Links
RotateQVS2022.03		0.813	0.529	0.709	0.633
RotateQVS2022.03		0.802	0.473	0.685	0.591
TeRo2022.03		0.8	0.395	0.627	0.534
TeRo2022.03		0.795	0.469	0.668	0.586
ATISE2022.03		0.794	0.378	0.606	0.519
DE-SimplE2022.03		0.748	0.392	0.578	0.513
TA-DistMult2022.03		0.728	0.346	—	0.474
QuatE2022.03		0.727	0.37	0.529	0.482
DistMult2022.03		0.691	0.337	—	0.456
HyTE2022.03		0.681	0.116	0.445	0.316
TransE2022.03		0.663	0.09	—	0.294
TTransE2022.03		0.616	0.084	—	0.271
RE-GCN2023.05		0.5993	0.2743	0.4306	0.3827
RotatE2022.03		0.595	0.164	0.355	0.304
PPT2023.05		0.5863	0.2857	0.4335	0.3885
PPT w/o prompts2023.05		0.5846	0.2809	0.4309	0.3844
RE-NET2023.05		0.576	0.2624	0.4185	0.3686
PPT rand prompts2023.05		0.5749	0.2705	0.4216	0.3743
RGCRN2023.05		0.5463	0.2623	0.4002	0.3593
CyGNet2023.05		0.5447	0.2544	0.402	0.3546
ConvE2023.05		0.5096	0.2156	0.357	0.314
ConvTransE2023.05		0.4995	0.2079	0.338	0.3028
AdaTKG2026.05		0.479	—	0.3458	0.3044
ComplEx2023.05		0.4733	0.0666	0.2643	0.2026
TA-DistMult2023.05		0.4732	0.1757	0.3146	0.2751
DistMult2023.05		0.4731	0.0563	0.2722	0.1991
TransFIR2026.05		0.4706	—	0.3425	0.3013
R-GCN2023.05		0.4316	0.1883	0.3041	0.2713
TTransE2023.05		0.3926	0.0551	0.2077	0.1653
RotatE2023.05		0.3692	0.1042	0.2135	0.1901
HyTE2023.05		0.3472	0.0653	0.202	0.1605