Multimodal Classification on MEN
95.61AccuracyCFCML
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| CFCMLParam (M)=35.98, GFLOPs (G)=19.072026.03 | 95.61 | 96.77 | 93.24 | 88.57 | 95.76 | 91.13 | 98.57 | |
| GLoMoParam (M)=12.85, GFLOPs (G)=18.602026.03 | 94.35 | 96.62 | 86.56 | 82.62 | 94.5 | 87.4 | 97.04 | |
| MVCNetParam (M)=10.67, GFLOPs (G)=18.512026.03 | 93.84 | 97.53 | 86.72 | 71.11 | 93.81 | 85.84 | 96.83 | |
| CFCML-Param (M)=10.71, GFLOPs (G)=18.07, variant=SG-CIE module2026.03 | 92.97 | 95.08 | 91.57 | 77.7 | 93.24 | 84.99 | 97.8 | |
| MRIM+Param (M)=35.98, GFLOPs (G)=19.07, integration=MG-CIE module2026.03 | 92.57 | 94.92 | 88.05 | 77.86 | 93.02 | 82.88 | 96.21 | |
| DMDParam (M)=171.66, GFLOPs (G)=18.742026.03 | 92.21 | 96.46 | 91.49 | 60.72 | 92.13 | 81.34 | 96.25 | |
| CCMLParam (M)=10.36, GFLOPs (G)=18.512026.03 | 91.33 | 96.92 | 81.22 | 56.19 | 90.91 | 79.5 | 95.41 | |
| MRIMParam (M)=10.39, GFLOPs (G)=18.512026.03 | 90.32 | 95.07 | 76.12 | 64.52 | 90.29 | 78.78 | 95 | |
| ETMCParam (M)=10.50, GFLOPs (G)=18.512026.03 | 88.66 | 93.99 | 66.94 | 63.73 | 89.02 | 75.39 | 90.19 |