| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| ZINC-250k (logP-TPSA) | qPMHI (GA/BGNN) | Hypervolume2,589.04 | 30 | 4d ago | |
| NK-landscape | VS-RLS | Hypervolume (HV)0.15 | 28 | 4d ago | |
| QAP | VS-RLS | HV7,180,000,000,000,000 | 28 | 4d ago | |
| TSP | VS-RLS | Hypervolume11,200 | 28 | 4d ago | |
| Knapsack | VS-RLS | Hypervolume95,200,000 | 28 | 4d ago | |
| DDMOP4 | SoM-EMOA | Gws(Xk)-4,538.9 | 15 | 4d ago | |
| DDMOP1 | SoM-EMOA | Gws(Xk)-130.46 | 15 | 4d ago | |
| OEM (organic electrode material) design case study | GA/BGNN | Final Hypervolume18.15 | 9 | 4d ago | |
| Synthetic | FERERO | Iterations10 | 8 | 4d ago | |
| NK-landscape D=100 (test) | VS-RLS | Mean HV0.147 | 7 | 4d ago | |
| QAP D=100 (test) | VS-RLS | HV (Mean)6,210,000,000,000,000 | 7 | 4d ago | |
| TSP D=200 (test) | VS-RLS | HV (Mean)9,980 | 7 | 4d ago | |
| Knapsack D=500 (test) | VS-RLS | Mean HV91,800,000 | 7 | 4d ago | |
| Network Topologies 16000 servers | PPLS/D | Relative Median Wall Clock Time0.99 | 5 | 4d ago | |
| Network Topologies 8000 servers | PPLS/D | Relative Median Wall Clock Time0.97 | 5 | 4d ago | |
| Network Topologies 4000 servers | PPLS/D | Relative Median Wall Clock Time0.96 | 5 | 4d ago | |
| Network Topologies 2000 servers | PPLS/D | Relative Median Wall Clock Time0.94 | 5 | 4d ago | |
| Network Topologies 1000 servers | PPLS/D | Relative Median Wall Clock Time0.95 | 5 | 4d ago | |
| Network Topologies 500 servers | PPLS/D | Relative Wall Clock Time0.94 | 5 | 4d ago | |
| WFG9 M=7 (test) | MA-DAC | IGD0.3278 | 4 | 4d ago | |
| WFG9 M=5 (test) | MA-DAC | IGD0.1832 | 4 | 4d ago | |
| WFG9 M=3 (test) | MA-DAC | IGD0.0416 | 4 | 4d ago | |
| WFG8 M=7 (test) | MA-DAC | IGD0.4127 | 4 | 4d ago | |
| WFG8 M=5 (test) | MA-DAC | IGD0.2479 | 4 | 4d ago | |
| WFG8 M=3 (test) | MA-UCB | IGD0.0961 | 4 | 4d ago |
