Multimodal Classification on CelebA Missing Modalities {I}
100AccuracyDyMoc
Evaluation results
| Method | Links | |
|---|---|---|
| DyMocRecovery category=Dynamic Recovery, Distance metric=Cosine2026.01 | 100 | |
| DyMoeRecovery category=Dynamic Recovery, Distance metric=Squared Euclidean2026.01 | 100 | |
| MAPRecovery category=Recovery-free, Incomplete modality simulation=true2026.01 | 99.99 | |
| ModDropRecovery category=Recovery-free, Incomplete modality simulation=false2026.01 | 99.93 | |
| MAPRecovery category=Recovery-free, Incomplete modality simulation=false2026.01 | 99.93 | |
| M3CareRecovery category=Recovery-based, Incomplete modality simulation=false2026.01 | 99.92 | |
| MUSERecovery category=Recovery-free, Incomplete modality simulation=false2026.01 | 99.86 | |
| MTLRecovery category=Recovery-free, Incomplete modality simulation=false2026.01 | 99.26 | |
| M3CareRecovery category=Recovery-based, Incomplete modality simulation=true2026.01 | 97.14 | |
| OnlineMAERecovery category=Recovery-based, Incomplete modality simulation=false2026.01 | 86.67 | |
| MultiAERecovery category=Recovery-based, Incomplete modality simulation=true2026.01 | 72.04 | |
| MoPoERecovery category=Recovery-based, Incomplete modality simulation=true2026.01 | 56.9 | |
| MultiAERecovery category=Recovery-based, Incomplete modality simulation=false2026.01 | 15.51 | |
| MoPoERecovery category=Recovery-based, Incomplete modality simulation=false2026.01 | 13.91 |