| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Traveling Salesman Problem | TSP-100 | Optimality Drop0 | 53 | |
| Traveling Salesman Problem (TSP) | TSP n=100 10K instances (test) | Objective Value7.76 | 52 | |
| Traveling Salesman Problem | TSP procedurally transformed instances Mu 0-9 (test) | Objective Value6.732 | 50 | |
| Traveling Salesperson Problem | TSP-100 | Solution Length7.76 | 42 | |
| Traveling Salesman Problem | TSP-500 | Solution Length16.55 | 32 | |
| Traveling Salesman Problem (Edge Prediction) | TSP (test) | F187.1 | 32 | |
| Traveling Salesperson Problem | TSP-1k | Solution Length23.12 | 31 | |
| Traveling Salesman Problem | TSP 1K (test) | Length23.12 | 30 | |
| Multi-objective Optimization | TSP | Hypervolume11,200 | 28 | |
| Traveling Salesman Problem | TSP-200 | Optimality Gap0 | 28 | |
| Traveling Salesman Problem | TSP procedurally transformed instances Mu-transformed (test) | Objective Value6.732 | 26 | |
| Traveling Salesman Problem (TSP) | TSP n=150 Generalization 1K instances | Objective Value9.346 | 25 | |
| Traveling Salesman Problem | TSP N=200 | Cost Gap0 | 24 | |
| Traveling Salesman Problem | TSP 10K (test) | Solution Length71.78 | 22 | |
| Traveling Salesman Problem | TSP | Objective Value5.766 | 21 | |
| Traveling Salesperson Problem | TSP | Feasibility100 | 21 | |
| Traveling Salesperson Problem | TSP N=100 (test) | Optimality Gap0 | 21 | |
| Traveling Salesman Problem | TSP 10,000 randomly generated instances (test) | Cost5.692 | 20 | |
| Traveling Salesman Problem | TSP 1000 | Objective Value23.12 | 20 | |
| Traveling Salesman Problem | TSP N=100 | Cost (%)0 | 20 | |
| Traveling Salesman Problem | TSP N=50 (test) | Optimality Gap0 | 19 | |
| Traveling Salesperson Problem | TSP N=200 (Generalization (128 instances)) | Optimality Gap0 | 19 | |
| Traveling Salesman Problem | TSP-10000 (test) | Solution Length71.77 | 17 | |
| Traveling Salesman Problem | TSP N=50 10,000 instances (test) | Objective Value5.69 | 16 | |
| Traveling Salesman Problem | TSP N=20 10,000 instances (test) | Objective Value3.83 | 16 |