Unconditional Multi-component Generation on PolyMNIST
17.65FIDOurs-W
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Ours-WSynthesis Mode=Unconditional2026.05 | 17.65 | — | |
| OursSynthesis Mode=Unconditional2026.05 | 20.12 | — | |
| MVAESynthesis Mode=Unconditional2026.05 | 50.65 | — | |
| MVEBMSynthesis Mode=Unconditional2026.05 | 75.43 | — | |
| CMVAESynthesis Mode=Unconditional2026.05 | 78.52 | — | |
| MVTCAESynthesis Mode=Unconditional2026.05 | 85.43 | — | |
| MMVAE+Synthesis Mode=Unconditional2026.05 | 86.64 | — | |
| MMVAE+Protocol=Unconditional2025.07 | 87.23 | 0.21 | |
| MVAEProtocol=Unconditional2025.07 | 95.14 | 0.139 | |
| MoPoESynthesis Mode=Unconditional2026.05 | 98.56 | — | |
| CoDEVAESynthesis Mode=Unconditional2026.05 | 102.61 | — | |
| HELVAESynthesis Mode=Unconditional2026.05 | 106.05 | — | |
| MoPoE-VAEProtocol=Unconditional2025.07 | 106.12 | 0.018 | |
| MWBVAESynthesis Mode=Unconditional2026.05 | 111.45 | — | |
| GMRF MCVAEProtocol=Unconditional2025.07 | 118.21 | 0.321 | |
| MMVAESynthesis Mode=Unconditional2026.05 | 164.29 | — | |
| MMVAEProtocol=Unconditional2025.07 | 170.87 | 0.175 | |
| mmJSDSynthesis Mode=Unconditional2026.05 | 179.76 | — |