OpenCodePapers

link-prediction-on-pcqm-contact

Link Prediction

Results over time

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Leaderboard

Paper	Code	Hits@1	Hits@3	Hits@10	MRR	MRR-ext-filtered	ModelName	ReleaseDate
Learning Probabilistic Symmetrization for Architecture Agnostic Equivariance	✓ Link	0.3287	0.6694	0.9526	0.5341		ViT-PS	2023-06-05
Diffusing Graph Attention		0.1369±0.0012	0.4053±0.0011	0.8592±0.0007	0.3388±0.0011		Graph Diffuser	2023-03-01
Long Range Graph Benchmark	✓ Link	0.1355±0.0017	0.4004±0.0021	0.8478±0.0044	0.3350±0.0003		SAN+LapPE	2022-06-16
Long Range Graph Benchmark	✓ Link	0.1337±0.0013	0.3642±0.0043	0.8147±0.0062	0.3180±0.0027		GINE	2022-06-16
Simple and Deep Graph Convolutional Networks	✓ Link	0.1325±0.0009	0.3607±0.0003	0.8116±0.0009	0.3161±0.0004		GCNII	2020-07-04
Long Range Graph Benchmark	✓ Link	0.1321±0.0007	0.3791±0.0004	0.8256±0.0006	0.3234±0.0006		GCN	2022-06-16
Long Range Graph Benchmark	✓ Link	0.1312±0.0016	0.4030±0.0008	0.8550±0.0024	0.3341±0.0006		SAN+RWSE	2022-06-16
Long Range Graph Benchmark	✓ Link	0.1288±0.0013	0.3808±0.0006	0.8517±0.0005	0.3242±0.0008		GatedGCN+RWSE	2022-06-16
Long Range Graph Benchmark	✓ Link	0.1279±0.0018	0.3783±0.0004	0.8433±0.0011	0.3218±0.0011		GatedGCN	2022-06-16
Long Range Graph Benchmark	✓ Link	0.1221±0.0011	0.3679±0.0033	0.8517±0.0039	0.3174±0.0020		Transformer+LapPE	2022-06-16
Exphormer: Sparse Transformers for Graphs	✓ Link				0.3637±0.0020		Exphormer	2023-03-10
Where Did the Gap Go? Reassessing the Long-Range Graph Benchmark	✓ Link				0.3509±0.0006	0.4617±0.0005	GINE-tuned	2023-09-01
Where Did the Gap Go? Reassessing the Long-Range Graph Benchmark	✓ Link				0.3498±0.0005	0.4703±0.0014	GPS-tuned	2023-09-01
Where Did the Gap Go? Reassessing the Long-Range Graph Benchmark	✓ Link				0.3495±0.0010	0.4670±0.0004	GatedGCN-tuned	2023-09-01
DRew: Dynamically Rewired Message Passing with Delay	✓ Link				0.3444±0.0017		DRew-GCN	2023-05-13
Where Did the Gap Go? Reassessing the Long-Range Graph Benchmark	✓ Link				0.3424±0.0007	0.4526±0.0006	GCN-tuned	2023-09-01
Recipe for a General, Powerful, Scalable Graph Transformer	✓ Link				0.3337±0.0006		GPS	2022-05-25
Learning Long Range Dependencies on Graphs via Random Walks	✓ Link					0.4707 ± 0.0007	NeuralWalker	2024-06-05