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326326| Generative Model | SCMM | SCMM: MIXTURE-OF-EXPERTS MULTIMODAL DEEP GENERATIVE MODEL FOR SINGLE-CELL MULTIOMICS DATA ANALYSIS | 2021 | ✅ |
327327| Auto-encoder | Cross-modal autoencoders | Multi-domain translation between single-cell imaging and sequencing data using autoencoders | 2021 | ✅ |
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329- | Model | Evaluation Metric | GEX2ADT (current/reported ) | GEX2ATAC (current/reported ) |
330- | ------------------------ | ----------------- | -------------------------- | --------------------------- |
331- | ScMoGCN | Accuracy | 0.0827 / 0.0810 | 0.0600 / 0.0630 |
332- | SCMM | Accuracy | 0.005 / N/A | 5e-5 / N/A |
333- | Cross-modal autoencoders | Accuracy | 0.0002 / N/A | 0.0002 / N/A |
329+ | Model | Evaluation Metric | GEX2ADT (DANCE 1.0/Original ) | GEX2ATAC (DANCE 1.0/Original ) |
330+ | ------------------------ | ----------------- | ---------------------------- | -- --------------------------- |
331+ | ScMoGCN | Accuracy | 0.0827 / 0.0810 | 0.0600 / 0.0630 |
332+ | SCMM | Accuracy | 0.005 / N/A | 5e-5 / N/A |
333+ | Cross-modal autoencoders | Accuracy | 0.0002 / N/A | 0.0002 / N/A |
334334
335335#### 3) Joint Embedding
336336
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