| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Multi-Robot Path Planning | TSPLIB | Maximum Path Length252 | 120 | |
| Traveling Salesman Problem | TSPLIB (test) | Tour Length2,632 | 115 | |
| Multi-robot path planning | TSPLIB 4 Robots | Max Path Length149 | 31 | |
| Traveling Salesperson Problem | TSPLIB pr2392 | Tour Length378,772.9 | 24 | |
| Traveling Salesperson Problem | TSPLIB pr1002 | Tour Length259,131.3 | 24 | |
| Traveling Salesperson Problem | TSPLIB pcb442 | Tour Length50,778 | 24 | |
| Traveling Salesman Problem | TSPLib (501-1000) | Tour Length1,995,797.52 | 13 | |
| Traveling Salesman Problem | TSPLIB (1-500) | Length30,468.03 | 13 | |
| Traveling Salesperson Problem | TSPLIB Real-world instances 1.0 | Optimality Gap (%)0.001 | 12 | |
| Traveling Salesperson Problem | TSPLIB Generalization (100<=n<=200) | Optimality Gap0.74 | 11 | |
| Traveling Salesman Problem | TSPLIB | eil510 | 11 | |
| Traveling Salesman Problem | TSPLIB 50-200 | Drop0 | 10 | |
| Traveling Salesman Problem | TSPLib 1001-10000 | Total Path Length1,238,924.88 | 10 | |
| Traveling Salesman Problem (TSP) - Solution Quality (Optimality Gap %) | TSPLIB 50-200 nodes 1.0 | Optimality Gap (%) - eil510 | 8 | |
| Traveling Salesperson Problem | TSPLIB 50-200 nodes | Optimality Gap0.28 | 8 | |
| Traveling Salesman Problem | TSPLib (generalization) | Performance Gap (200-500 Nodes)0.92 | 8 | |
| Multi-robot path planning | TSPLIB C1577 | Max Path Length5,780 | 6 | |
| Multi-robot path planning | TSPLIB C1432 | Maximum Path Length30,900 | 6 | |
| Multi-robot path planning | TSPLIB C1400 | Max Path Length7,540 | 6 | |
| Multi-robot path planning | TSPLIB C1304 | Max Path Length55,200 | 6 | |
| Multi-robot path planning | TSPLIB C1291 | Maximum Path Length13,200 | 6 | |
| Multi-robot path planning | TSPLIB C1173 | Max Path Length10,900 | 6 | |
| Multi-robot path planning | TSPLIB C1084 | Max Path Length64,200 | 6 | |
| Multi-robot path planning | TSPLIB C1060 | Maximum Path Length46,800 | 6 | |
| Multi-robot path planning | TSPLIB C1002 | Max Path Length50,700 | 6 |