Clustering on Muris Limb Muscle
95.54AccuracyscLLM-DSC
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| scLLM-DSCModel Category=Deep Structural Clustering Models2026.06 | 95.54 | 91.69 | 82.91 | |
| scLLM-DSCmodel_type=Biological Foundation Model2026.06 | 95.54 | 91.69 | 82.91 | |
| scCDCGModel Category=Deep Structural Clustering Models2026.06 | 94.5 | 56.54 | 53.37 | |
| scSiameseCluModel Category=Deep Structural Clustering Models2026.06 | 81.32 | 80.04 | 75.49 | |
| scMAEModel Category=Deep Non-linear Embedding Models2026.06 | 66.13 | 59.44 | 51.54 | |
| scDSCModel Category=Deep Structural Clustering Models2026.06 | 64.37 | 33.3 | 34.28 | |
| scNAMEModel Category=Deep Non-linear Embedding Models2026.06 | 61.34 | 63.51 | 54.7 | |
| scDeepClusterModel Category=Deep Non-linear Embedding Models2026.06 | 59.57 | 34.55 | 35.95 | |
| scziDeskModel Category=Deep Non-linear Embedding Models2026.06 | 53.31 | 36.66 | 32.59 | |
| scGNNModel Category=Deep Structural Clustering Models2026.06 | 48.62 | 22.1 | 21.9 | |
| scGPTmodel_type=Biological Foundation Model2026.06 | 29.22 | 9.44 | 5.64 | |
| GeneCompassmodel_type=Biological Foundation Model2026.06 | 24.47 | 4.16 | 2.4 | |
| Geneformermodel_type=Biological Foundation Model2026.06 | 23.25 | 1.05 | 0.77 |