Clustering on Sonya liver
100Accuracy (ACC)Geneformer
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Geneformermodel_type=Biological Foundation Model2026.06 | 100 | 100 | 100 | |
| GeneCompassmodel_type=Biological Foundation Model2026.06 | 100 | 100 | 100 | |
| scLLM-DSCModel Category=Deep Structural Clustering Models2026.06 | 90.47 | 91.92 | 92.01 | |
| scLLM-DSCmodel_type=Biological Foundation Model2026.06 | 90.47 | 91.92 | 92.01 | |
| scSiameseCluModel Category=Deep Structural Clustering Models2026.06 | 88.33 | 88.82 | 91.9 | |
| scMAEModel Category=Deep Non-linear Embedding Models2026.06 | 80.73 | 85.59 | 88.92 | |
| scNAMEModel Category=Deep Non-linear Embedding Models2026.06 | 79.97 | 85.04 | 83.96 | |
| scziDeskModel Category=Deep Non-linear Embedding Models2026.06 | 76.58 | 83.34 | 83.87 | |
| scCDCGModel Category=Deep Structural Clustering Models2026.06 | 75.34 | 79.34 | 81.26 | |
| scGNNModel Category=Deep Structural Clustering Models2026.06 | 72.33 | 73.56 | 76.01 | |
| scDSCModel Category=Deep Structural Clustering Models2026.06 | 70.9 | 71.63 | 75.34 | |
| scDeepClusterModel Category=Deep Non-linear Embedding Models2026.06 | 69.21 | 79.69 | 69.71 | |
| scGPTmodel_type=Biological Foundation Model2026.06 | 57.75 | 76.47 | 53.74 |