List your company
ResearchFormerly WizWand

Online Class-Incremental Learning on CIFAR-100 10 tasks (test)

43.2FAA (%)SCR + GWM
11.16819.48427.836.116Aug 12, 2025
Updated 5mo ago

Evaluation results

MethodLinks
SCR + GWMMemory Size (Ms)=5K2025.0843.2
MOSE-MOEMemory Size (Ms)=5K2025.0841.5
EMIMemory Size (Ms)=5K2025.0841.2
ER + GWMMemory Size (Ms)=1K2025.0838.4
HPCR + GWMMemory Size (Ms)=0.5K, Backbone=ResNet-18, Batch Size=102025.0837.1
HPCRMemory Size (Ms)=5K2025.0836.4
PCR + GWMMemory Size (Ms)=0.5K, Backbone=ResNet-18, Batch Size=102025.0836.3
MOSE-MOE + GWMMemory Size (Ms)=0.5K, Backbone=ResNet-18, Batch Size=102025.0836.2
ER-DCBAMemory Size (Ms)=5K2025.0835.4
EMI + GWMMemory Size (Ms)=0.5K, Backbone=ResNet-18, Batch Size=102025.0835.1
ER-DCBA + GWMMemory Size (Ms)=0.5K, Backbone=ResNet-18, Batch Size=102025.0834.8
MLG + GWMMemory Size (Ms)=0.5K, Backbone=ResNet-18, Batch Size=102025.0834.6
ER + GWMMemory Size (Ms)=0.5K, Backbone=ResNet-18, Batch Size=102025.0834.5
PCRMemory Size (Ms)=5K2025.0833.6
MLGMemory Size (Ms)=5K2025.0833.6
GSA + GWMMemory Size (Ms)=0.5K, Backbone=ResNet-18, Batch Size=102025.0832
MOSE-MOE + CCL-DCMemory Size (Ms)=0.5K, Backbone=ResNet-18, Batch Size=102025.0831.7
PCR + GWMMemory Size (Ms)=0.2K, Backbone=ResNet-18, Batch Size=102025.0831.3
HPCR + GWMMemory Size (Ms)=0.2K, Backbone=ResNet-18, Batch Size=102025.0831.2
HPCR + CCL-DCMemory Size (Ms)=0.5K, Backbone=ResNet-18, Batch Size=102025.0830.6
ER-ACE + GWMMemory Size (Ms)=0.5K, Backbone=ResNet-18, Batch Size=102025.0829.9
ERMemory Size (Ms)=5K2025.0829.2
SCR + GWMMemory Size (Ms)=0.5K, Backbone=ResNet-18, Batch Size=102025.0829
MLG + CCL-DCMemory Size (Ms)=0.5K, Backbone=ResNet-18, Batch Size=102025.0829
SCR + CCL-DCMemory Size (Ms)=0.5K, Backbone=ResNet-18, Batch Size=102025.0828.7
MLG + GWMMemory Size (Ms)=0.2K, Backbone=ResNet-18, Batch Size=102025.0828.3
HPCRMemory Size (Ms)=0.5K, Backbone=ResNet-18, Batch Size=102025.0828.2
ER + GWMMemory Size (Ms)=0.2K, Backbone=ResNet-18, Batch Size=102025.0828
ER + CCL-DCMemory Size (Ms)=1K2025.0827.9
GSAMemory Size (Ms)=5K2025.0827.9
ER-DCBA + GWMMemory Size (Ms)=0.2K, Backbone=ResNet-18, Batch Size=102025.0827.5
ER-ACE + CCL-DCMemory Size (Ms)=0.5K, Backbone=ResNet-18, Batch Size=102025.0827.4
OCM + GWMMemory Size (Ms)=0.5K, Backbone=ResNet-18, Batch Size=102025.0827.4
MOSE-MOEMemory Size (Ms)=0.5K, Backbone=ResNet-18, Batch Size=102025.0827.2
MOSE-MOE + GWMMemory Size (Ms)=0.2K, Backbone=ResNet-18, Batch Size=102025.0827
HPCR + GWMMemory Size (Ms)=0.1K, Backbone=ResNet-18, Batch Size=102025.0827
ER-DCBA + CCL-DCMemory Size (Ms)=0.5K, Backbone=ResNet-18, Batch Size=102025.0826.9
PCR + GWMMemory Size (Ms)=0.1K, Backbone=ResNet-18, Batch Size=102025.0826.8
EMI + GWMMemory Size (Ms)=0.2K, Backbone=ResNet-18, Batch Size=102025.0826.5
EMI + CCL-DCMemory Size (Ms)=0.5K, Backbone=ResNet-18, Batch Size=102025.0826
PCRMemory Size (Ms)=0.5K, Backbone=ResNet-18, Batch Size=102025.0825.7
PCR + CCL-DCMemory Size (Ms)=0.5K, Backbone=ResNet-18, Batch Size=102025.0825.5
GSA + CCL-DCMemory Size (Ms)=0.5K, Backbone=ResNet-18, Batch Size=102025.0825.3
GSA + GWMMemory Size (Ms)=0.2K, Backbone=ResNet-18, Batch Size=102025.0824.8
MLGMemory Size (Ms)=0.5K, Backbone=ResNet-18, Batch Size=102025.0824.4
EMIMemory Size (Ms)=0.5K, Backbone=ResNet-18, Batch Size=102025.0823.4
ER + CCL-DCMemory Size (Ms)=0.5K, Backbone=ResNet-18, Batch Size=102025.0823.3
ER-ACE + GWMMemory Size (Ms)=0.2K, Backbone=ResNet-18, Batch Size=102025.0823.1
MLG + GWMMemory Size (Ms)=0.1K, Backbone=ResNet-18, Batch Size=102025.0822.7
ER-DCBA + GWMMemory Size (Ms)=0.1K, Backbone=ResNet-18, Batch Size=102025.0822.3
ER-ACEMemory Size (Ms)=1K2025.0822.3
HPCR + CCL-DCMemory Size (Ms)=0.2K, Backbone=ResNet-18, Batch Size=102025.0822.1
ER + GWMMemory Size (Ms)=0.1K, Backbone=ResNet-18, Batch Size=102025.0821.6
HPCRMemory Size (Ms)=0.2K, Backbone=ResNet-18, Batch Size=102025.0821.3
MLG + CCL-DCMemory Size (Ms)=0.2K, Backbone=ResNet-18, Batch Size=102025.0820.9
ERMemory Size (Ms)=2K2025.0820.3
EMI + GWMMemory Size (Ms)=0.1K, Backbone=ResNet-18, Batch Size=102025.0820.2
MOSE-MOE + GWMMemory Size (Ms)=0.1K, Backbone=ResNet-18, Batch Size=102025.0820
OCM + GWMMemory Size (Ms)=0.2K, Backbone=ResNet-18, Batch Size=102025.0819.9
GSAMemory Size (Ms)=0.5K, Backbone=ResNet-18, Batch Size=102025.0819.8
ER-ACE + CCL-DCMemory Size (Ms)=0.2K, Backbone=ResNet-18, Batch Size=102025.0819.6
MOSE-MOE + CCL-DCMemory Size (Ms)=0.2K, Backbone=ResNet-18, Batch Size=102025.0819.5
MOSE-MOEMemory Size (Ms)=0.2K, Backbone=ResNet-18, Batch Size=102025.0819.4
PCR + CCL-DCMemory Size (Ms)=0.2K, Backbone=ResNet-18, Batch Size=102025.0819.3
OCMMemory Size (Ms)=5K2025.0819.3
SCR + GWMMemory Size (Ms)=0.2K, Backbone=ResNet-18, Batch Size=102025.0819.2
ER-ACEMemory Size (Ms)=0.5K, Backbone=ResNet-18, Batch Size=102025.0819
PCRMemory Size (Ms)=0.2K, Backbone=ResNet-18, Batch Size=102025.0819
GSA + GWMMemory Size (Ms)=0.1K, Backbone=ResNet-18, Batch Size=102025.0818.8
MLGMemory Size (Ms)=0.2K, Backbone=ResNet-18, Batch Size=102025.0818.6
ER-DCBAMemory Size (Ms)=0.5K, Backbone=ResNet-18, Batch Size=102025.0818.4
SCRMemory Size (Ms)=1K2025.0818.4
ER-DCBA + CCL-DCMemory Size (Ms)=0.2K, Backbone=ResNet-18, Batch Size=102025.0818
SCR + CCL-DCMemory Size (Ms)=0.2K, Backbone=ResNet-18, Batch Size=102025.0817.8
OCM + CCL-DCMemory Size (Ms)=0.5K, Backbone=ResNet-18, Batch Size=102025.0817.4
ER-ACE + GWMMemory Size (Ms)=0.1K, Backbone=ResNet-18, Batch Size=102025.0817.1
HPCR + CCL-DCMemory Size (Ms)=0.1K, Backbone=ResNet-18, Batch Size=102025.0817
GSA + CCL-DCMemory Size (Ms)=0.2K, Backbone=ResNet-18, Batch Size=102025.0816.5
MLG + CCL-DCMemory Size (Ms)=0.1K, Backbone=ResNet-18, Batch Size=102025.0816.5
HPCRMemory Size (Ms)=0.1K, Backbone=ResNet-18, Batch Size=102025.0816.5
EMI + CCL-DCMemory Size (Ms)=0.2K, Backbone=ResNet-18, Batch Size=102025.0816.4
MLGMemory Size (Ms)=0.1K, Backbone=ResNet-18, Batch Size=102025.0815.6
OCMMemory Size (Ms)=0.5K, Backbone=ResNet-18, Batch Size=102025.0815.5
SCRMemory Size (Ms)=0.5K, Backbone=ResNet-18, Batch Size=102025.0815.3
ER-ACE + CCL-DCMemory Size (Ms)=0.1K, Backbone=ResNet-18, Batch Size=102025.0815.2
ER + CCL-DCMemory Size (Ms)=0.2K, Backbone=ResNet-18, Batch Size=102025.0815.1
PCRMemory Size (Ms)=0.1K, Backbone=ResNet-18, Batch Size=102025.0815.1
OCM + GWMMemory Size (Ms)=0.1K, Backbone=ResNet-18, Batch Size=102025.0814.9
PCR + CCL-DCMemory Size (Ms)=0.1K, Backbone=ResNet-18, Batch Size=102025.0814.7
MOSE-MOEMemory Size (Ms)=0.1K, Backbone=ResNet-18, Batch Size=102025.0814.7
GSAMemory Size (Ms)=0.2K, Backbone=ResNet-18, Batch Size=102025.0814.6
MOSE-MOE + CCL-DCMemory Size (Ms)=0.1K, Backbone=ResNet-18, Batch Size=102025.0814.4
ERMemory Size (Ms)=1K2025.0814.3
ER-ACEMemory Size (Ms)=0.2K, Backbone=ResNet-18, Batch Size=102025.0814.1
ER-DCBA + CCL-DCMemory Size (Ms)=0.1K, Backbone=ResNet-18, Batch Size=102025.0813.6
GSA + CCL-DCMemory Size (Ms)=0.1K, Backbone=ResNet-18, Batch Size=102025.0812.8
EMIMemory Size (Ms)=0.2K, Backbone=ResNet-18, Batch Size=102025.0812.8
SCR + GWMMemory Size (Ms)=0.1K, Backbone=ResNet-18, Batch Size=102025.0812.4
EMI + CCL-DCMemory Size (Ms)=0.1K, Backbone=ResNet-18, Batch Size=102025.0812.4
ER-DCBAMemory Size (Ms)=0.2K, Backbone=ResNet-18, Batch Size=102025.0812.4