| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| GraphSQA 1.0 (overall) | GraphInsight | Rank1 | 50 | 1mo ago | |
| GRBENCH Legal | GraphScout | QwenScore56.7 | 32 | 1mo ago | |
| GRBENCH E-Commerce | GraphScout | QwenScore0.585 | 32 | 1mo ago | |
| GRBENCH Academic | GraphScout | QwenScore0.71 | 32 | 1mo ago | |
| GRBENCH Literature | GraphScout | QwenScore69.6 | 32 | 1mo ago | |
| GRBENCH Healthcare | GraphScout | QwenScore81.9 | 32 | 1mo ago | |
| GVLQA BASE baseline (test) | Vicuna-13B | Connect99.35 | 15 | 1mo ago | |
| GraphWalk Synthetic Query Set 100 nodes | Correct Answers59 | 12 | 16d ago | ||
| G-bench CS | G-reasoner | Inference Time (s)0.2 | 9 | 1mo ago | |
| GRbench | GRAPHDANCER | E-COMMERCE (R-L) Score48.87 | 9 | 1mo ago | |
| GraphInstruct | NPG-Muse-8B | Linear Performance64.9 | 6 | 1mo ago | |
| GraphArena | NPG-Muse-8B | Poly-Time Acc63.2 | 6 | 1mo ago | |
| Scenario-Simulation Graph Dataset | LOM-action | Connectivity100 | 3 | 6d ago | |
| GraphWiz (test) | MTN | Cycle Detection45.6 | 3 | 1mo ago | |
| GraphQA (test) | GradTAG | Edge Existence100 | 3 | 1mo ago | |
| CLRS-Text (test) | AutoBRANE | BFS Accuracy0.896 | 3 | 1mo ago |
