Clustering on Sapiens Liver
75.19AccuracyscLLM-DSC
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| scLLM-DSCModel Category=Deep Structural Clustering Models2026.06 | 75.19 | 79.09 | 78.03 | |
| scLLM-DSCmodel_type=Biological Foundation Model2026.06 | 75.19 | 79.09 | 78.03 | |
| scGNNModel Category=Deep Structural Clustering Models2026.06 | 73.83 | 77.21 | 72.36 | |
| scCDCGModel Category=Deep Structural Clustering Models2026.06 | 73.09 | 62.54 | 41.11 | |
| scziDeskModel Category=Deep Non-linear Embedding Models2026.06 | 68.19 | 75.1 | 66.12 | |
| scMAEModel Category=Deep Non-linear Embedding Models2026.06 | 67.51 | 78.25 | 63.82 | |
| scDSCModel Category=Deep Structural Clustering Models2026.06 | 64.67 | 68.21 | 56.94 | |
| scNAMEModel Category=Deep Non-linear Embedding Models2026.06 | 63.33 | 74.83 | 58.94 | |
| scSiameseCluModel Category=Deep Structural Clustering Models2026.06 | 62.34 | 68.96 | 51.1 | |
| scDeepClusterModel Category=Deep Non-linear Embedding Models2026.06 | 49.08 | 60.98 | 34.52 | |
| scGPTmodel_type=Biological Foundation Model2026.06 | 43.47 | 59.75 | 36.11 | |
| GeneCompassmodel_type=Biological Foundation Model2026.06 | 27.77 | 24.23 | 13.48 | |
| Geneformermodel_type=Biological Foundation Model2026.06 | 24.49 | 23.78 | 10.75 |