Multimodal Classification on CelebA Missing Modalities {T}
95.2AccuracyDyMoc
Evaluation results
| Method | Links | |
|---|---|---|
| DyMocRecovery category=Dynamic Recovery, Distance metric=Cosine2026.01 | 95.2 | |
| DyMoeRecovery category=Dynamic Recovery, Distance metric=Squared Euclidean2026.01 | 93.67 | |
| M3CareRecovery category=Recovery-based, Incomplete modality simulation=true2026.01 | 91.32 | |
| MultiAERecovery category=Recovery-based, Incomplete modality simulation=false2026.01 | 89.71 | |
| MTLRecovery category=Recovery-free, Incomplete modality simulation=false2026.01 | 89.38 | |
| MUSERecovery category=Recovery-free, Incomplete modality simulation=false2026.01 | 88.35 | |
| MultiAERecovery category=Recovery-based, Incomplete modality simulation=true2026.01 | 87.44 | |
| ModDropRecovery category=Recovery-free, Incomplete modality simulation=false2026.01 | 87.32 | |
| OnlineMAERecovery category=Recovery-based, Incomplete modality simulation=false2026.01 | 86.67 | |
| MAPRecovery category=Recovery-free, Incomplete modality simulation=true2026.01 | 86.06 | |
| MAPRecovery category=Recovery-free, Incomplete modality simulation=false2026.01 | 85.33 | |
| MoPoERecovery category=Recovery-based, Incomplete modality simulation=true2026.01 | 65.75 | |
| M3CareRecovery category=Recovery-based, Incomplete modality simulation=false2026.01 | 51.75 | |
| MoPoERecovery category=Recovery-based, Incomplete modality simulation=false2026.01 | 34.84 |