DLPFC
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Clustering | DLPFC | ARI55 | 30 | |
| Linear Probing | DLPFC | Balanced Accuracy72.1 | 22 | |
| Spatial domain detection | DLPFC | Accuracy75.3 | 9 | |
| Clustering | DLPFC Sample 3 | ARI61.8 | 6 | |
| Clustering | DLPFC Sample 2 | ARI0.49 | 6 | |
| Clustering | DLPFC Sample 1 | ARI55.8 | 6 | |
| Spatial alignment | DLPFC D3 | OT Accuracy83.9 | 6 | |
| Spatial alignment | DLPFC D2 | OT Acc90.5 | 6 | |
| Spatial alignment | DLPFC D1 | OT Accuracy86.6 | 6 | |
| Masked region reconstruction | DLPFC masking ratio 18 10x Visium (test) | MSE0.237 | 6 | |
| Masked region reconstruction | DLPFC masking ratio 16 10x Visium (test) | MSE0.231 | 6 | |
| Masked region reconstruction | DLPFC masking ratio 14 10x Visium (test) | MSE0.243 | 6 | |
| Masked region reconstruction | DLPFC masking ratio 10 10x Visium (test) | MSE0.241 | 6 | |
| Masked region reconstruction | DLPFC masking ratio 8 10x Visium (test) | MSE0.229 | 6 | |
| Masked region reconstruction | DLPFC masking ratio 4 10x Visium (test) | MSE0.234 | 6 | |
| Spatial clustering | DLPFC 151672 | ARI0.88 | 4 | |
| Spatial clustering | DLPFC 151671 | ARI0.89 | 4 | |
| Spatial clustering | DLPFC 151670 | ARI0.49 | 4 | |
| Spatial clustering | DLPFC 151510 | ARI0.65 | 4 |
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