Multimodal Classification on ROSMAP multimodal noise η=10%, ε=5 original (test)
75.1AccTAHCD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TAHCDTest Noise Level=eta=10%, epsilon=5, Evaluation Protocol=Train on original / Test on corrupted2026.01 | 75.1 | 77.3 | 76.4 | |
| PDFTest Noise Level=eta=10%, epsilon=5, Evaluation Protocol=Train on original / Test on corrupted2026.01 | 65.1 | 65.3 | 66.3 | |
| QMFTest Noise Level=eta=10%, epsilon=5, Evaluation Protocol=Train on original / Test on corrupted2026.01 | 64.4 | 64.6 | 65.5 | |
| MDTest Noise Level=eta=10%, epsilon=5, Evaluation Protocol=Train on original / Test on corrupted2026.01 | 58.6 | 58.5 | 57.3 | |
| MLCLNetTest Noise Level=eta=10%, epsilon=5, Evaluation Protocol=Train on original / Test on corrupted2026.01 | 56.7 | 56.1 | 54.8 | |
| SPSTest Noise Level=eta=10%, epsilon=5, Evaluation Protocol=Train on original / Test on corrupted2026.01 | 56.6 | 56.9 | 57.1 | |
| DisNCLTest Noise Level=eta=10%, epsilon=5, Evaluation Protocol=Train on original / Test on corrupted2026.01 | 56.3 | 56.2 | 57.6 | |
| ASLTest Noise Level=eta=10%, epsilon=5, Evaluation Protocol=Train on original / Test on corrupted2026.01 | 56.2 | 56 | 57.3 | |
| SMILETest Noise Level=eta=10%, epsilon=5, Evaluation Protocol=Train on original / Test on corrupted2026.01 | 52.8 | 52.8 | 53.5 |