Multimodal Classification on CMU-MOSEI β = 10% (test)
36.13Overall AccuracySSMVAE-CI
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SSMVAE-CI2026.05 | 36.13 | 24.68 | |
| LDAMFusion strategy=Early fusion2026.05 | 33.6 | 13.74 | |
| LDAMFusion strategy=Late fusion2026.05 | 33.09 | 13.56 | |
| CReSTFusion strategy=Early fusion2026.05 | 30.65 | 16.25 | |
| SSVAEFusion strategy=Early fusion2026.05 | 30.03 | 20.43 | |
| CReSTFusion strategy=Late fusion2026.05 | 29.16 | 15.86 | |
| SSVAEFusion strategy=Late fusion2026.05 | 28.37 | 20.31 | |
| CMML2026.05 | 27.7 | 11.69 | |
| SMLN2026.05 | 26.57 | 9.98 | |
| GAMOFusion strategy=Late fusion2026.05 | 25.64 | 14.48 | |
| GAMOFusion strategy=Early fusion2026.05 | 24.97 | 13.75 | |
| ADSHFusion strategy=Early fusion2026.05 | 21.89 | 11.48 | |
| ADSHFusion strategy=Late fusion2026.05 | 21.65 | 11.99 |