High-dimensional Numerical Optimization on LSGO-1000D
181,200,000,000Shifted EllipticOurs
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Ours2025.12 | 181,200,000,000 | 45,760 | 21.63 | 8,577,000,000,000 | 35,440,000 | 1,067,000 | |
| SAHLPSO2025.12 | 187,700,000,000 | 59,830 | 21.62 | 15,110,000,000,000 | 35,100,000 | 1,068,000 | |
| LES2025.12 | 196,100,000,000 | 47,070 | 21.64 | 27,780,000,000,000 | 41,790,000 | 1,069,000 | |
| CMAES2025.12 | 209,800,000,000 | 69,190 | 21.62 | 106,800,000,000,000 | 55,800,000 | 1,073,000 | |
| RNNOPT2025.12 | 209,900,000,000 | 47,640 | 21.69 | 111,100,000,000,000 | 48,700,000 | 1,076,000 | |
| B2OPT2025.12 | 356,400,000,000 | 115,200 | 21.66 | 35,890,000,000,000 | 70,280,000 | 1,071,000 | |
| DEDQN2025.12 | 358,500,000,000 | 118,200 | 21.66 | 30,710,000,000,000 | 65,780,000 | 1,072,000 | |
| GLHF2025.12 | 364,500,000,000 | 117,600 | 21.66 | 33,290,000,000,000 | 69,230,000 | 1,072,000 | |
| DE2025.12 | 367,300,000,000 | 123,600 | 21.67 | 37,220,000,000,000 | 72,430,000 | 1,071,000 | |
| PSO2025.12 | 368,900,000,000 | 115,800 | 21.64 | 53,760,000,000,000 | 78,020,000 | 1,067,000 | |
| LGA2025.12 | 404,200,000,000 | 126,200 | 21.64 | 51,890,000,000,000 | 80,250,000 | 1,068,000 |