Multimodal Classification on CelebA Missing Modalities
100AccuracyMAP
Evaluation results
| Method | Links | |
|---|---|---|
| MAPRecovery category=Recovery-free, Incomplete modality simulation=true2026.01 | 100 | |
| 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=false2026.01 | 99.98 | |
| ModDropRecovery category=Recovery-free, Incomplete modality simulation=false2026.01 | 99.93 | |
| MUSERecovery category=Recovery-free, Incomplete modality simulation=false2026.01 | 99.93 | |
| MTLRecovery category=Recovery-free, Incomplete modality simulation=false2026.01 | 99.69 | |
| M3CareRecovery category=Recovery-based, Incomplete modality simulation=true2026.01 | 98.73 | |
| M3CareRecovery category=Recovery-based, Incomplete modality simulation=false2026.01 | 92.33 | |
| MultiAERecovery category=Recovery-based, Incomplete modality simulation=false2026.01 | 89.98 | |
| MultiAERecovery category=Recovery-based, Incomplete modality simulation=true2026.01 | 88.66 | |
| OnlineMAERecovery category=Recovery-based, Incomplete modality simulation=false2026.01 | 86.67 | |
| MoPoERecovery category=Recovery-based, Incomplete modality simulation=true2026.01 | 68.22 | |
| MoPoERecovery category=Recovery-based, Incomplete modality simulation=false2026.01 | 38.97 |