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Graph Algorithmic Reasoning on CLRS (test)

1BFS Accuracy

STN

Updated 4d ago

Evaluation Results

Method	Links
STN 2025.11		1	0.387	0.66	0.998	0.826	0.931	0.699	0.538	0.709	0.638	0.892	0.694	0.752	3.2	49.6
MMoE 2025.11		1	0.399	0.977	0.892	0.99	0.642	0.804	0.855	0.94	0.927	0.983	0.777	0.849	107.5	79.9
TAG 2025.11		1	0.341	0.977	0.892	0.992	0.753	0.804	0.855	0.925	0.902	0.983	0.777	0.85	220.5	104.7
LearningToBranch 2025.11		1	0.367	0.987	0.912	0.992	0.767	0.814	0.871	0.937	0.924	0.993	0.787	0.864	148.5	66.2
AutoBRANE 2025.11		0.998	0.426	0.962	0.981	0.973	0.639	0.819	0.928	0.987	0.967	0.99	0.828	0.873	77.2	49.2
STN 2025.11		0.997	0.656	0.987	0.93	0.919	0.658	0.84	0.93	0.919	0.899	0.976	0.615	0.86	30.4	126.1
GradTAG 2025.11		0.997	0.376	0.976	0.99	0.935	0.681	0.795	0.846	0.969	0.904	0.947	0.822	0.854	60.8	104.7
AutoBRANE 2025.11		0.996	0.387	0.742	0.93	0.962	0.92	0.664	0.522	0.688	0.618	0.891	0.631	0.746	10.8	18.9
TAG 2025.11		0.994	0.367	0.728	0.974	0.921	0.89	0.645	0.501	0.673	0.619	0.898	0.584	0.731	14.9	38.8
GradTAG 2025.11		0.994	0.251	0.614	0.857	0.812	0.901	0.694	0.953	0.783	0.859	0.886	0.254	0.735	4.5	38.8
MTN 2025.11		0.986	0.514	0.99	0.964	0.922	0.691	0.822	0.719	0.931	0.903	0.961	0.769	0.836	19.6	30.6
MTN 2025.11		0.98	0.297	0.713	0.998	0.693	0.924	0.636	0.543	0.693	0.592	0.9	0.625	0.716	3.3	11.7
LearningToBranch 2025.11		0.932	0.344	0.754	0.955	0.922	0.934	0.68	0.543	0.721	0.58	0.861	0.581	0.737	21.8	26.8
MMoE 2025.11		0.894	0.302	0.748	0.971	0.911	0.935	0.662	0.523	0.693	0.568	0.836	0.561	0.717	33.4	38.2