Multimodal Classification on Conflict-AV-MNIST (test)
99.61AccuracyC2DPC
Evaluation Results
| Method | Links | |
|---|---|---|
| C2DPCTraining=Joint, Conflict level (λtest)=100%2026.03 | 99.61 | |
| C2DPCTraining=Joint, Conflict level (λtest)=75%2026.03 | 99.53 | |
| C2DPCTraining=Joint, Conflict level (λtest)=50%2026.03 | 99.46 | |
| C2DPCTraining=Joint, Conflict level (λtest)=0%2026.03 | 99.24 | |
| C2DPCTraining=Decoupled, Conflict level (λtest)=0%2026.03 | 99.14 | |
| C2DPCTraining=Decoupled, Conflict level (λtest)=50%2026.03 | 99.04 | |
| DPCTraining=Joint, Conflict level (λtest)=0%2026.03 | 99 | |
| C2DPCTraining=Decoupled, Conflict level (λtest)=75%2026.03 | 98.99 | |
| C2DPCTraining=Decoupled, Conflict level (λtest)=100%2026.03 | 98.95 | |
| DPCTraining=Decoupled, Conflict level (λtest)=0%2026.03 | 98.92 | |
| CWMTraining=Decoupled, Conflict level (λtest)=0%2026.03 | 98.91 | |
| CWMTraining=Joint, Conflict level (λtest)=0%2026.03 | 98.74 | |
| C2WMTraining=Joint, Conflict level (λtest)=0%2026.03 | 98.64 | |
| C2WMTraining=Joint, Conflict level (λtest)=50%2026.03 | 97.91 | |
| C2WMTraining=Joint, Conflict level (λtest)=75%2026.03 | 97.7 | |
| C2WMTraining=Decoupled, Conflict level (λtest)=0%2026.03 | 97.65 | |
| C2WMTraining=Joint, Conflict level (λtest)=100%2026.03 | 97.42 | |
| C2WMTraining=Decoupled, Conflict level (λtest)=50%2026.03 | 97.38 | |
| C2WMTraining=Decoupled, Conflict level (λtest)=75%2026.03 | 97.25 | |
| C2WMTraining=Decoupled, Conflict level (λtest)=100%2026.03 | 97.04 | |
| CWMTraining=Decoupled, Conflict level (λtest)=50%2026.03 | 84.73 | |
| DPCTraining=Joint, Conflict level (λtest)=50%2026.03 | 84.56 | |
| DPCTraining=Decoupled, Conflict level (λtest)=50%2026.03 | 84.4 | |
| CWMTraining=Joint, Conflict level (λtest)=50%2026.03 | 84.35 | |
| CWMTraining=Decoupled, Conflict level (λtest)=75%2026.03 | 77.61 | |
| DPCTraining=Joint, Conflict level (λtest)=75%2026.03 | 77.44 | |
| CWMTraining=Joint, Conflict level (λtest)=75%2026.03 | 77.29 | |
| DPCTraining=Decoupled, Conflict level (λtest)=75%2026.03 | 77.24 | |
| CWMTraining=Decoupled, Conflict level (λtest)=100%2026.03 | 70.51 | |
| DPCTraining=Decoupled, Conflict level (λtest)=100%2026.03 | 70.09 | |
| CWMTraining=Joint, Conflict level (λtest)=100%2026.03 | 70.09 | |
| DPCTraining=Joint, Conflict level (λtest)=100%2026.03 | 70.05 |