Multimodal Classification on Conflict-AV-MNIST
99.25Precision (0% Conflict)C²DPC
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| C²DPCTraining=Joint2026.03 | 99.25 | 99.46 | 99.53 | 99.61 | |
| C²DPCTraining=Decoupled2026.03 | 99.14 | 99.05 | 99.03 | 99.01 | |
| DPCTraining=Joint2026.03 | 99 | 87.73 | 82.64 | 66.52 | |
| CWMTraining=Decoupled2026.03 | 98.94 | 88.77 | 84.31 | 68.34 | |
| DPCTraining=Decoupled2026.03 | 98.93 | 86.9 | 81.26 | 67.76 | |
| CWMTraining=Joint2026.03 | 98.79 | 87.88 | 83.01 | 66.46 | |
| C²WMTraining=Joint2026.03 | 98.64 | 97.95 | 97.8 | 97.62 | |
| C²WMTraining=Decoupled2026.03 | 97.77 | 97.49 | 97.37 | 97.2 |