News Topic Classification on AG News 40% Instance-Dependent Noise
89.19AccuracyOurs - p(Y|X)
Evaluation Results
| Method | Links | |
|---|---|---|
| Ours - p(Y|X)Post-processing=NPC2023.08 | 89.19 | |
| Ours - p(X,Y)Post-processing=NPC2023.08 | 89.15 | |
| DyGENPost-processing=NPC2023.08 | 88.9 | |
| Ours - p(X,Y)2023.08 | 88.77 | |
| Ours - p(Y|X)2023.08 | 87.47 | |
| CRPost-processing=NPC2023.08 | 86.41 | |
| CausalNL2023.08 | 84.62 | |
| JoCoR2023.08 | 79.93 | |
| DualT2023.08 | 78.84 | |
| NPC2023.08 | 77.38 | |
| Co-Teaching2023.08 | 76.52 | |
| Base2023.08 | 75.86 | |
| CR2023.08 | 75.29 |