Multimodal Classification on NYU Depth V2
73.12Accuracy (Clean)CPSC
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| CPSC2026.05 | 73.12 | 64.15 | 57.32 | 61.22 | 47.4 | — | — | — | |
| PDFFusion Type=DL2026.05 | 72.5 | — | — | — | — | 57.1 | 47.5 | 58.2 | |
| DBFFusion Type=DL2026.05 | 72.3 | — | — | — | — | 58 | 49.1 | 60.3 | |
| MLAFusion Type=FL/Tr.2026.05 | 72.1 | — | — | — | — | 50.8 | 35.4 | 42.1 | |
| EAU2026.05 | 72.05 | 62.54 | 56.23 | 58.44 | 46.21 | — | — | — | |
| GMFFusion Type=DL2026.05 | 71.9 | — | — | — | — | 61.4 | 55.2 | 64.8 | |
| UAW-EEFFusion Type=DL2026.05 | 71.8 | — | — | — | — | 58.4 | 50.2 | 61.5 | |
| ECML2026.05 | 71.72 | 62.08 | 54.58 | 57.57 | 44.93 | — | — | — | |
| QMFFusion Type=DL2026.05 | 71.2 | — | — | — | — | 55.6 | 45.8 | 56.4 | |
| TMCFusion Type=DL2026.05 | 71 | — | — | — | — | 53.3 | 41.2 | 52.1 | |
| GOMFuNetFusion Type=FL2026.05 | 70.5 | — | — | — | — | 54.1 | 42.6 | 51.9 | |
| MMTMFusion Type=FL2026.05 | 70.2 | — | — | — | — | 53.8 | 40.5 | 50.8 | |
| IPRM2026.05 | 70.13 | 58.16 | 52.69 | 56.82 | 43.37 | — | — | — | |
| Late FusionFusion Type=DL2026.05 | 69.1 | — | — | — | — | 51.9 | 38.6 | 48.2 | |
| ARL2026.05 | 68.72 | 56.93 | 49.81 | 57.13 | 44.25 | — | — | — | |
| ConcatFusion Type=FL2026.05 | 68.5 | — | — | — | — | 42.1 | 28.4 | 35.8 | |
| NLC2026.05 | 67.33 | 54.9 | 45.04 | 56.02 | 44.66 | — | — | — |