Multimodal Classification on MST Missing Modalities
100AccuracyModDrop
Evaluation results
| Method | Links | |
|---|---|---|
| ModDropRecovery category=Recovery-free, Incomplete modality simulation=false2026.01 | 100 | |
| MAPRecovery category=Recovery-free, Incomplete modality simulation=false2026.01 | 100 | |
| DyMocRecovery category=Dynamic Recovery, Distance metric=Cosine2026.01 | 100 | |
| DyMoeRecovery category=Dynamic Recovery, Distance metric=Squared Euclidean2026.01 | 100 | |
| M3CareRecovery category=Recovery-based, Incomplete modality simulation=false2026.01 | 99.99 | |
| MAPRecovery category=Recovery-free, Incomplete modality simulation=true2026.01 | 99.99 | |
| M3CareRecovery category=Recovery-based, Incomplete modality simulation=true2026.01 | 99.98 | |
| MultiAERecovery category=Recovery-based, Incomplete modality simulation=false2026.01 | 99.96 | |
| MTLRecovery category=Recovery-free, Incomplete modality simulation=false2026.01 | 99.96 | |
| OnlineMAERecovery category=Recovery-based, Incomplete modality simulation=false2026.01 | 99.9 | |
| MultiAERecovery category=Recovery-based, Incomplete modality simulation=true2026.01 | 99.87 | |
| MUSERecovery category=Recovery-free, Incomplete modality simulation=false2026.01 | 99.86 | |
| MoPoERecovery category=Recovery-based, Incomplete modality simulation=false2026.01 | 99.62 | |
| MoPoERecovery category=Recovery-based, Incomplete modality simulation=true2026.01 | 99.39 | |
| DyMoeRecovery category=Dynamic Recovery, Distance metric=Squared Euclidean2026.01 | 86.84 | |
| DyMocRecovery category=Dynamic Recovery, Distance metric=Cosine2026.01 | 85.31 | |
| M3CareRecovery category=Recovery-based, Incomplete modality simulation=true2026.01 | 85.16 | |
| MTLRecovery category=Recovery-free, Incomplete modality simulation=false2026.01 | 84.37 | |
| OnlineMAERecovery category=Recovery-based, Incomplete modality simulation=false2026.01 | 84.14 | |
| MultiAERecovery category=Recovery-based, Incomplete modality simulation=true2026.01 | 83.44 | |
| MoPoERecovery category=Recovery-based, Incomplete modality simulation=true2026.01 | 82.54 | |
| ModDropRecovery category=Recovery-free, Incomplete modality simulation=false2026.01 | 82.47 | |
| MultiAERecovery category=Recovery-based, Incomplete modality simulation=false2026.01 | 81.6 | |
| MoPoERecovery category=Recovery-based, Incomplete modality simulation=false2026.01 | 79.01 | |
| MUSERecovery category=Recovery-free, Incomplete modality simulation=false2026.01 | 35.96 | |
| MAPRecovery category=Recovery-free, Incomplete modality simulation=true2026.01 | 11.36 | |
| MAPRecovery category=Recovery-free, Incomplete modality simulation=false2026.01 | 10.13 | |
| M3CareRecovery category=Recovery-based, Incomplete modality simulation=false2026.01 | 9.34 |