| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Shortest Path Degree 2, 4, 6, 8 (test) | Gen-DFL | Average Relative Regret1.87 | 32 | 3mo ago | |
| Warcraft | IGT-OMD | Optimality Gap1.52 | 24 | 20d ago | |
| synthetic benchmark | NAG-LoRA | Accuracy95 | 7 | 3mo ago | |
| GraphQA | GTLM | Accuracy91.7 | 6 | 22d ago | |
| Warcraft Shortest Path 32x32 (test) | BB | Cost Ratio (x100)100.9 | 6 | 3mo ago | |
| Shortest path | DFHPG-0 | Final Cumulative Regret5.31 | 5 | 1d ago | |
| BA and ER averaged (test) | L-OWL | Accuracy91.87 | 5 | 3mo ago | |
| NLGraph hard | GraphDC | Accuracy98 | 3 | 23d ago | |
| NLGraph easy | GraphDC | Accuracy (NLGraph easy)97.7 | 3 | 23d ago | |
| NLGraph | GraphDC | Accuracy (0-20)91.7 | 3 | 23d ago | |
| NLGraph medium | - | - | 0 | 23d ago |
