PolyMNIST
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Multimodal Synthesis | PolyMNIST | Synthesis Coherence92.1 | 26 | |
| Conditional Multi-component Generation | PolyMNIST | FID58.95 | 18 | |
| Unconditional Multi-component Generation | PolyMNIST | FID17.65 | 18 | |
| Multimodal Classification | PolyMNIST Missing Rate η=0.8 | Accuracy96.81 | 16 | |
| Multimodal Classification | PolyMNIST Missing Rate η=0.6 | Accuracy99.87 | 16 | |
| Multimodal Classification | PolyMNIST Missing Rate η=0 | Accuracy100 | 16 | |
| Missing Modality Imputation | PolyMNIST (test) | GQ57.6 | 5 |
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