Graph ML Models
Tracked graph ml models monitored by OpenModelStats. Rankings below compare tracked models against each other — see the methodology for scope and limitations.
- Top-10 combined DL 30D
- 17.5K
- Tasks directory position
- See all tasks
- Growth history
- Available
- Last refresh
- Sep 22, 2026
Trending now
| # | Model | Task | DL 30D | 7D | Likes | Params |
|---|---|---|---|---|---|---|
| 1 | Varda-single-1.0MeteoSwiss | Graph ML | 10 | — | ||
| 2 | ephrisnums-ai | Graph ML | 30 | — | ||
| 3 | ultra_50gmgalkin | Graph ML | 74 | 0.3%(up) | ||
| 4 | aifs-ens-2.0ecmwf | Graph ML | 1,804 | 4.8%(up) | ||
| 5 | SingularitySlappAI | Graph ML | 0 | — | ||
| 6 | atlas-1-molecular-property-predictionReverb | Graph ML | 0 | — | ||
| 7 | smiles2odor-pom-gnnhimasai9712 | Graph ML | 4 | — | ||
| 8 | comfyui-solricksSOLRICKS | Graph ML | 0 | — | ||
| 9 | Molecular_Property_Prediction-Multihead_GINEteohyc | Graph ML | 0 | — | ||
| 10 | GraphiteJonsolo | Graph ML | 0 | — |
Most downloaded
| Model | Task | DL 30D | 7D | Likes | Params |
|---|---|---|---|---|---|
| graphpfn-1.3eremeev-d | Graph ML | 11.6K | 33.1%(up) | ||
| aifs-single-1.1ecmwf | Graph ML | 2,128 | 0% | ||
| aifs-ens-2.0ecmwf | Graph ML | 1,804 | 4.8%(up) | ||
| graphormer-base-pcqm4mv2clefourrier | Graph ML | 927 | 0.2%(up) | ||
| aifs-single-2.0ecmwf | Graph ML | 382 | 9.2%(up) | ||
| aifs-single-1.0ecmwf | Graph ML | 349 | 1.5%(up) | ||
| unicosys-hypergraphdrzo | Graph ML | 183 | 1.8%(up) | ||
| ultra_50gmgalkin | Graph ML | 74 | 0.3%(up) | ||
| materials.pos-egnnibm-research | Graph ML | 68 | 0% | ||
| UIGEN-T3-14B-Preview-Q4_K_M-GGUFDisya | Graph ML | 38 | — |
Fastest growing
Downloads gained over the last seven tracked days.
| Model | Task | DL 30D | 7D7D gained | Likes | Params |
|---|---|---|---|---|---|
| graphpfn-1.3eremeev-d | Graph ML | 11.6K | +9,427 | ||
| aifs-ens-2.0ecmwf | Graph ML | 1,804 | +298 | ||
| aifs-single-2.0ecmwf | Graph ML | 382 | +160 | ||
| aifs-single-1.0ecmwf | Graph ML | 349 | +131 | ||
| graphormer-base-pcqm4mv2clefourrier | Graph ML | 927 | +125 | ||
| ultra_50gmgalkin | Graph ML | 74 | +9 | ||
| GridSFM_Openmicrosoft | Graph ML | 0 | +0 | ||
| aifs-single-1.1ecmwf | Graph ML | 2,128 | +0 |