Clustering on Wiki
51F1 Scorenlparam
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| nlparamDescription=Full proposed method2024.09 | 51 | — | — | 53 | |
| GoalExSpecialized=true2024.09 | 49 | — | — | 48 | |
| No-RefineDescription=Variant without iterative refinement2024.09 | 47 | — | — | 51 | |
| No-RelaxDescription=Variant without continuous relaxation2024.09 | 46 | — | — | 50 | |
| AGCInput=Both2019.06 | 40.36 | 47.65 | 45.28 | — | |
| MGAEInput=Both2019.06 | 39.2 | 50.14 | 47.97 | — | |
| ARGEInput=Both2019.06 | 38.27 | 41.4 | 39.5 | — | |
| ARVGEInput=Both2019.06 | 37.8 | 41.55 | 40.01 | — | |
| DeepWalkInput=Graph2019.06 | 25.74 | 38.46 | 32.38 | — | |
| DNGRInput=Graph2019.06 | 25.38 | 37.58 | 35.85 | — | |
| Spectral-fInput=Feature2019.06 | 25.2 | 41.28 | 43.99 | — | |
| k-meansInput=Feature2019.06 | 24.51 | 33.37 | 30.2 | — | |
| PromptingDescription=Naïve baseline prompting2024.09 | 22 | — | — | 34 | |
| VGAEInput=Both2019.06 | 20.49 | 28.67 | 30.28 | — | |
| Spectral-gInput=Graph2019.06 | 17.21 | 23.58 | 19.28 | — | |
| GAEInput=Both2019.06 | 15.35 | 17.33 | 11.93 | — |