Classification on UPMC Food-101 Img-Text (Robustness)
93.6Accuracy (Clean)MLA
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MLAFusion Type=FL/Tr.2026.05 | 93.6 | 55.4 | 38.9 | 64.2 | |
| PDFFusion Type=DL2026.05 | 93.4 | 64.5 | 51.2 | 80.6 | |
| DBFFusion Type=DL2026.05 | 93.2 | 65.1 | 52.4 | 81.3 | |
| GMFFusion Type=DL2026.05 | 93.1 | 69.8 | 58.7 | 85.4 | |
| QMFFusion Type=DL2026.05 | 92.9 | 62.2 | 48.6 | 78.5 | |
| UAW-EEFFusion Type=DL2026.05 | 92.8 | 66.4 | 53.1 | 82.4 | |
| GOMFuNetFusion Type=FL2026.05 | 91.6 | 60.2 | 44.5 | 66.1 | |
| TMCFusion Type=DL2026.05 | 91.5 | 56.7 | 39.5 | 68.2 | |
| MMTMFusion Type=FL2026.05 | 91.2 | 59.4 | 43.1 | 64.8 | |
| Late FusionFusion Type=DL2026.05 | 90.7 | 58 | 41.5 | 62.1 | |
| ConcatFusion Type=FL2026.05 | 89.4 | 45.3 | 30.2 | 41.2 |