Multimodal Classification on CMU-MOSEI (β=30%, test)
38.57Overall AccuracySSMVAE-CI
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SSMVAE-CI2026.05 | 38.57 | 26.14 | |
| SSVAEFusion strategy=Early fusion2026.05 | 33.1 | 21.21 | |
| LDAMFusion strategy=Early fusion2026.05 | 32.94 | 17.09 | |
| CReSTFusion strategy=Early fusion2026.05 | 32.9 | 15.59 | |
| LDAMFusion strategy=Late fusion2026.05 | 31.69 | 16.19 | |
| SSVAEFusion strategy=Late fusion2026.05 | 30.04 | 21.55 | |
| CReSTFusion strategy=Late fusion2026.05 | 29.58 | 17.22 | |
| CMML2026.05 | 28.46 | 12.7 | |
| SMLN2026.05 | 27.95 | 10.42 | |
| GAMOFusion strategy=Late fusion2026.05 | 26.88 | 13.09 | |
| ADSHFusion strategy=Late fusion2026.05 | 25.58 | 14.03 | |
| GAMOFusion strategy=Early fusion2026.05 | 25.28 | 14.58 | |
| ADSHFusion strategy=Early fusion2026.05 | 25.22 | 13.8 |