Clustering on Muris Liver
75.24AccuracyscLLM-DSC
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| scLLM-DSCModel Category=Deep Structural Clustering Models2026.06 | 75.24 | 88.38 | 69.85 | |
| scLLM-DSCmodel_type=Biological Foundation Model2026.06 | 75.24 | 83.88 | 69.85 | |
| scCDCGModel Category=Deep Structural Clustering Models2026.06 | 68.13 | 62.06 | 46.96 | |
| scSiameseCluModel Category=Deep Structural Clustering Models2026.06 | 66.81 | 71.46 | 49.56 | |
| scDSCModel Category=Deep Structural Clustering Models2026.06 | 55.76 | 35.07 | 43.74 | |
| scMAEModel Category=Deep Non-linear Embedding Models2026.06 | 53.48 | 65.39 | 47.55 | |
| scGNNModel Category=Deep Structural Clustering Models2026.06 | 51.58 | 55.15 | 45.58 | |
| scNAMEModel Category=Deep Non-linear Embedding Models2026.06 | 49.72 | 61.21 | 38.55 | |
| scziDeskModel Category=Deep Non-linear Embedding Models2026.06 | 44.5 | 43.17 | 27.27 | |
| scDeepClusterModel Category=Deep Non-linear Embedding Models2026.06 | 42.62 | 45.07 | 27.92 | |
| scGPTmodel_type=Biological Foundation Model2026.06 | 32.44 | 29.4 | 13.61 | |
| GeneCompassmodel_type=Biological Foundation Model2026.06 | 28.8 | 19.7 | 13.48 | |
| Geneformermodel_type=Biological Foundation Model2026.06 | 13.84 | 2.01 | -0.03 |