| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| ACS | MeEvo | Best Objective Value564.44 | 23 | 1mo ago | |
| BPP-ACO | Best Objective Value210.54 | 20 | 1mo ago | ||
| TSP-ACO | MeEvo | Best Objective Value5.712 | 20 | 1mo ago | |
| CVRP (test) | Guided+RAG | Accuracy87.2 | 20 | 4mo ago | |
| CVRP Generalization n = 150 | HGS | Objective Value19.051 | 18 | 1mo ago | |
| CVRP n = 100 (train) | HGS | Objective Value15.462 | 18 | 1mo ago | |
| Set Covering Small s | QL | Time (s)3.7 | 18 | 3mo ago | |
| TSP n=150 Generalization | Objective Value9.346 | 17 | 1mo ago | ||
| TSP n=125 Generalization | Objective Value8.583 | 17 | 1mo ago | ||
| TSP n=100 (train) | Objective Value7.752 | 17 | 1mo ago | ||
| Overall (test) | MEMOIR (GPT-5-mini w/ GPT-5 critic) | Average Performance73.01 | 17 | 2mo ago | |
| Resource Constrained Shortest Path (test) | MEMOIR (Qwen2.5-Coder-32B) | Average Score84.47 | 17 | 2mo ago | |
| Aircraft Landing (test) | Average Score87.88 | 17 | 2mo ago | ||
| Euclidean Steiner (test) | Average Performance97.8 | 15 | 2mo ago | ||
| MIS | A2DEPT | Solution Gap (%)4.2 | 15 | 2mo ago | |
| REMS Combinatorial Optimization Problem Suite 10 types (overall) | TS | Significantly Better Count8 | 15 | 4mo ago | |
| Periodic Vehicle Routing (test) | MEMOIR (GPT-5-mini w/ GPT-5 critic) | Average Value0.869 | 14 | 2mo ago | |
| FJSP | Objective Value (x10^4)12,500 | 14 | 2mo ago | ||
| CVRP | Objective Value ($10^5$)0.99 | 14 | 2mo ago | ||
| CFLP | Objective Value (10^5)6.01 | 14 | 2mo ago | ||
| MKP-ACO | Mean Value (N=100)16.497 | 13 | 2mo ago | ||
| OVRP-Constructive | Mean Objective (N=50)6.574 | 13 | 2mo ago | ||
| OP-ACO | Mean (N=50)13.463 | 13 | 2mo ago | ||
| OPTWVP n=50, TW=500 | Score51.9 | 13 | 4mo ago | ||
| Crew Scheduling (test) | MCTS-AHD | Average Performance63.53 | 12 | 2mo ago |
