Classification on S-CIFAR-10
92.74AccuracyJoint NPCL
Evaluation Results
| Method | Links | |
|---|---|---|
| Joint NPCLEvaluation Protocol=Joint Training2023.10 | 92.74 | |
| Joint ResNetEvaluation Protocol=Joint Training2023.10 | 92.2 | |
| Joint NPEvaluation Protocol=Joint Training2023.10 | 91.66 | |
| Joint ANPEvaluation Protocol=Joint Training2023.10 | 91.26 | |
| NPCLMsize=500, Evaluation Protocol=Class-IL2023.10 | 71.34 | |
| DERMsize=500, Evaluation Protocol=Class-IL2023.10 | 70.51 | |
| Multitask NPCLEvaluation Protocol=Joint Training2023.10 | 69.15 | |
| ST-NPCLMsize=500, Evaluation Protocol=Class-IL2023.10 | 65.22 | |
| NPCLMsize=200, Evaluation Protocol=Class-IL2023.10 | 63.78 | |
| DERMsize=200, Evaluation Protocol=Class-IL2023.10 | 61.93 | |
| NPMsize=500, Evaluation Protocol=Class-IL2023.10 | 59.3 | |
| ANPMsize=500, Evaluation Protocol=Class-IL2023.10 | 58.77 | |
| ERMsize=500, Evaluation Protocol=Class-IL2023.10 | 57.74 | |
| ST-NPCLMsize=200, Evaluation Protocol=Class-IL2023.10 | 54.6 | |
| iCaRLMsize=200, Evaluation Protocol=Class-IL2023.10 | 49.02 | |
| iCaRLMsize=500, Evaluation Protocol=Class-IL2023.10 | 47.55 | |
| ANPMsize=200, Evaluation Protocol=Class-IL2023.10 | 46.67 | |
| NPMsize=200, Evaluation Protocol=Class-IL2023.10 | 46.1 | |
| ERMsize=200, Evaluation Protocol=Class-IL2023.10 | 44.79 | |
| FDRMsize=200, Evaluation Protocol=Class-IL2023.10 | 30.91 | |
| FDRMsize=500, Evaluation Protocol=Class-IL2023.10 | 28.71 | |
| Naive NPCLMsize=500, Evaluation Protocol=Class-IL2023.10 | 20.71 | |
| LwFEvaluation Protocol=Class-IL2023.10 | 19.61 | |
| Naive NPCLMsize=200, Evaluation Protocol=Class-IL2023.10 | 19.54 | |
| oEWCEvaluation Protocol=Class-IL2023.10 | 19.49 | |
| SIEvaluation Protocol=Class-IL2023.10 | 19.48 |