Energy Efficiency Analysis on Neural Network Operations and Components Suite benchmark leaderboard · SOTA2 Research

Energy Efficiency Analysis on Neural Network Operations and Components Suite

0.0004Energy (nJ) - LoihiNEXUS

Evaluation Results

Method	Links
NEXUS2026.01		0.0004	64	168,000	32	16
NEXUS2026.01		0.012	—	—	1	0.5
NEXUS2026.01		0.024	—	—	1	1
NEXUS2026.01		0.04	1.3	33	3,348	1,674
NEXUS2026.01		0.048	1.3	27	4,089	2,045
NEXUS2026.01		0.059	—	—	5	2.5
NEXUS2026.01		0.059	—	—	5	2.5
NEXUS2026.01		0.068	12.8	187	5,800	2,900
NEXUS2026.01		0.073	12.8	175	6,200	3,100
NEXUS2026.01		0.081	12.8	158	6,850	3,425
NEXUS2026.01		0.084	12.8	153	7,100	3,550
NEXUS2026.01		0.1	89	890	8,500	4,250
NEXUS2026.01		0.105	6.4	61	8,920	4,460
NEXUS2026.01		0.12	6.4	53	10,200	5,100
NEXUS2026.01		0.129	12.8	99	10,939	5,470
NEXUS2026.01		0.132	13	99	11,200	5,600
NEXUS2026.01		0.146	128	877	12,400	6,200
NEXUS2026.01		0.147	6.4	44	12,450	6,225
NEXUS2026.01		0.153	—	—	13	6.5
NEXUS2026.01		0.179	12.8	71	15,200	7,600
NEXUS2026.01		3.09	160	52	262,000	131,000
NEXUS2026.01		22.4	1,280	57	1,900,000	950,000
NEXUS2026.01		49.6	2,560	52	4,200,000	2,100,000
NEXUS2026.01		49.6	2,560	52	4,200,000	2,100,000
NEXUS2026.01		49.6	2,560	52	4,200,000	2,100,000
NEXUS2026.01		56.6	7,500	133	4,800,000	2,400,000
NEXUS2026.01		149	7,680	52	12,600,000	6,300,000
NEXUS2026.01		198	10,200	52	16,800,000	8,400,000
NEXUS2026.01		198	10,200	52	16,800,000	8,400,000
NEXUS2026.01		198	10,200	52	16,800,000	8,400,000
NEXUS2026.01		328	21,600	66	27,700,000	13,900,000
NEXUS2026.01		396	20,400	52	33,600,000	16,800,000
NEXUS2026.01		724	42,000	58	61,300,000	30,700,000