| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| RB200 (test) | Approximation Ratio1 | 24 | 3mo ago | ||
| MVC | LLMCoSolver | Feasibility100 | 21 | 3mo ago | |
| MVC 1000 nodes (In-Distribution) | MLBP + SA | Objective Value442.5 | 17 | 5d ago | |
| COLLAB (test) | Gurobi | AR*1 | 16 | 3mo ago | |
| RB500 (test) | Approximation Ratio1.004 | 13 | 3mo ago | ||
| IMDB-BINARY (test) | EGN | AR*1 | 12 | 3mo ago | |
| TWITTER (test) | Gurobi | AR*1.0001 | 12 | 3mo ago | |
| MVC-2000 | MLBP | Objective Value883.6 | 10 | 5d ago | |
| Dynamic problems (Twitter Tennis UO and COVID-19 England) | Meta-EGN-TACO | Mean ApR0.9964 | 10 | 3mo ago | |
| RB200 trained on Twitter | EGN-TACO-Online | Mean ApR1.0196 | 10 | 3mo ago | |
| RB200 | Approximation Ratio1 | 8 | 2mo ago | ||
Approximation Ratio1 | 8 | 2mo ago | |||
| COLLAB | Approximation Ratio1 | 8 | 2mo ago | ||
| IMDB | EGN | Approximation Ratio1 | 8 | 2mo ago | |
| MVC 1000 nodes (Out-of-Distribution) | MLBP + SA + τ-PT | Objective Value681.7 | 7 | 5d ago | |
| RB500 (static) | Mean ApR1 | 6 | 3mo ago | ||
| RB200 (static) | Mean ApR1 | 6 | 3mo ago | ||
| COLLAB (static) | Degree-based Greedy | Mean ApR1.209 | 6 | 3mo ago | |
| Twitter static | Mean ApR1 | 6 | 3mo ago | ||
| RB small | MVC206.95 | 5 | 3mo ago | ||
| REDDIT-M-5K (test) | Avg Vertex Cover Size107.32 | 5 | 3mo ago | ||
| REDDIT-M-12K (test) | Avg Vertex Cover Size81.52 | 5 | 3mo ago | ||
| REDDIT-BIN (test) | Avg Vertex Cover Size82.81 | 5 | 3mo ago | ||
| IMDB-BIN (test) | Avg Vertex Cover Size16.76 | 5 | 3mo ago | ||
| PROTEINS slice (test) | Avg Vertex Cover Size24.96 | 5 | 3mo ago |
