Multimodal Classification on UPMC FOOD101 multimodal noise η=10%, ε=5 original (test)
74.2AccuracyTAHCD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TAHCDTest Noise Level=eta=10%, epsilon=5, Evaluation Protocol=Train on original / Test on corrupted2026.01 | 74.2 | 74.1 | 74.1 | |
| PDFTest Noise Level=eta=10%, epsilon=5, Evaluation Protocol=Train on original / Test on corrupted2026.01 | 64.4 | 64.8 | 64.7 | |
| QMFTest Noise Level=eta=10%, epsilon=5, Evaluation Protocol=Train on original / Test on corrupted2026.01 | 63.6 | 63.7 | 63.6 | |
| MDTest Noise Level=eta=10%, epsilon=5, Evaluation Protocol=Train on original / Test on corrupted2026.01 | 58.1 | 57.8 | 57.8 | |
| SPSTest Noise Level=eta=10%, epsilon=5, Evaluation Protocol=Train on original / Test on corrupted2026.01 | 55.9 | 56.1 | 56 | |
| MLCLNetTest Noise Level=eta=10%, epsilon=5, Evaluation Protocol=Train on original / Test on corrupted2026.01 | 55.4 | 55.7 | 55.7 | |
| DisNCLTest Noise Level=eta=10%, epsilon=5, Evaluation Protocol=Train on original / Test on corrupted2026.01 | 55.3 | 55.1 | 55.2 | |
| ASLTest Noise Level=eta=10%, epsilon=5, Evaluation Protocol=Train on original / Test on corrupted2026.01 | 54.4 | 54.3 | 54.3 | |
| SMILETest Noise Level=eta=10%, epsilon=5, Evaluation Protocol=Train on original / Test on corrupted2026.01 | 50.7 | 50.8 | 50.8 |