| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| ExplaGraphs | RAMP-7B | Accuracy93.86 | 38 | 2mo ago | |
| SceneGraphs (test) | TopoRAG w/ LoRA | Accuracy87.68 | 13 | 3mo ago | |
| ExplaGraphs (test) | TopoRAG w/ LoRA | Accuracy91.51 | 13 | 3mo ago | |
| GRBENCH Legal 1.0 (test) | GRAPH-COT | R-L Score30.52 | 10 | 3mo ago | |
| GRBENCH Healthcare 1.0 (test) | GRAPH-COT | R-L Score22.33 | 10 | 3mo ago | |
| GRBENCH Literature 1.0 (test) | GRAPH-COT | R-L Score41.59 | 10 | 3mo ago | |
| GRBENCH E-commerce 1.0 (test) | GRAPH-COT | R-L42.4 | 10 | 3mo ago | |
| GRBENCH Academic 1.0 (test) | GRAPH-COT | R-L31.89 | 10 | 3mo ago | |
| GraphQA ExplaGraphs, SceneGraphs, WebQSP | Ours | Expla Graphs Score90.07 | 8 | 15d ago |
