Clustering on Muris Brain
99.42AccuracyscLLM-DSC
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| scLLM-DSCModel Category=Deep Structural Clustering Models2026.06 | 99.42 | 68.58 | 79.36 | |
| scLLM-DSCmodel_type=Biological Foundation Model2026.06 | 99.42 | 68.58 | 79.36 | |
| scSiameseCluModel Category=Deep Structural Clustering Models2026.06 | 99.17 | 33.01 | 30.87 | |
| scDSCModel Category=Deep Structural Clustering Models2026.06 | 96.02 | 0.07 | 0.37 | |
| scCDCGModel Category=Deep Structural Clustering Models2026.06 | 95.55 | 22.48 | 35.56 | |
| scGNNModel Category=Deep Structural Clustering Models2026.06 | 91.4 | 0.31 | 2.77 | |
| scNAMEModel Category=Deep Non-linear Embedding Models2026.06 | 90.24 | 0.01 | 0.34 | |
| scDeepClusterModel Category=Deep Non-linear Embedding Models2026.06 | 85.36 | 59.48 | 60.11 | |
| scMAEModel Category=Deep Non-linear Embedding Models2026.06 | 71.37 | 1.33 | 2.22 | |
| Geneformermodel_type=Biological Foundation Model2026.06 | 62.71 | 0.02 | 0.17 | |
| scGPTmodel_type=Biological Foundation Model2026.06 | 59.54 | 0.04 | 0.2 | |
| GeneCompassmodel_type=Biological Foundation Model2026.06 | 54.82 | 0 | -0.01 |