Clustering on Mauro Pancreas
96.94AccuracyscLLM-DSC
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| scLLM-DSCModel Category=Deep Structural Clustering Models2026.06 | 96.94 | 92.43 | 96.08 | |
| scLLM-DSCmodel_type=Biological Foundation Model2026.06 | 96.94 | 92.43 | 96.08 | |
| scMAEModel Category=Deep Non-linear Embedding Models2026.06 | 95.62 | 88.49 | 92.38 | |
| scSiameseCluModel Category=Deep Structural Clustering Models2026.06 | 94.95 | 86.19 | 94.59 | |
| scCDCGModel Category=Deep Structural Clustering Models2026.06 | 92.65 | 86.81 | 91.37 | |
| scNAMEModel Category=Deep Non-linear Embedding Models2026.06 | 89.73 | 85.31 | 84.51 | |
| scDSCModel Category=Deep Structural Clustering Models2026.06 | 79.42 | 75.89 | 75.42 | |
| scGNNModel Category=Deep Structural Clustering Models2026.06 | 79.32 | 78.76 | 78.81 | |
| scDeepClusterModel Category=Deep Non-linear Embedding Models2026.06 | 73.55 | 78.89 | 64.9 | |
| scziDeskModel Category=Deep Non-linear Embedding Models2026.06 | 69.97 | 64.94 | 50.31 | |
| scGPTmodel_type=Biological Foundation Model2026.06 | 56.61 | 53.91 | 37.15 | |
| GeneCompassmodel_type=Biological Foundation Model2026.06 | 25.19 | 7 | 3 | |
| Geneformermodel_type=Biological Foundation Model2026.06 | 17.14 | 0.87 | 0.02 |