| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| GraphSQA 1.0 (overall) | GraphInsight | Rank1 | 50 | 4d ago | |
| GVLQA BASE baseline (test) | Vicuna-13B | Connect99.35 | 15 | 4d ago | |
| GRbench | GRAPHDANCER | E-COMMERCE (R-L) Score48.87 | 9 | 4d ago | |
| GraphInstruct | NPG-Muse-8B | Linear Performance64.9 | 6 | 4d ago | |
| GraphArena | NPG-Muse-8B | Poly-Time Acc63.2 | 6 | 4d ago | |
| GraphWiz (test) | MTN | Cycle Detection45.6 | 3 | 4d ago | |
| GraphQA (test) | GradTAG | Edge Existence100 | 3 | 4d ago | |
| CLRS-Text (test) | AutoBRANE | BFS Accuracy0.896 | 3 | 4d ago |
