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ResearchFormerly WizWand

Task-Incremental Learning on Tiny-ImageNet 10 tasks

74.82AccuracySNV
42.964851.234959.50567.7751Mar 6, 2025May 17, 2025Jul 29, 2025Oct 9, 2025Dec 21, 2025Mar 3, 2026May 15, 2026
Updated 5mo ago

Evaluation results

MethodLinks
SNVMemory usage type=Memory-free, Capacity parameter (c)=0.52026.0574.8200.59
SNVMemory usage type=Memory-free, Capacity parameter (c)=0.12026.0574.7300.64
SNVMemory usage type=Memory-free, Capacity parameter (c)=0.32026.0574.3800.61
SNVMemory usage type=Memory-free, Capacity parameter (c)=0.052026.0573.2400.56
SNVMemory usage type=Memory-free, Capacity parameter (c)=0.032026.0569.8900.54
DyToxMemory type=Memory-based, Buffer size=200 exemplars2025.0368.53.550.66
DyToxMemory usage type=Memory-based, Buffer size=200 exemplars2026.0568.53.550.66
DER++Memory type=Memory-based, Buffer size=200 exemplars2025.0367.83.550.43
DER++Memory usage type=Memory-based, Buffer size=200 exemplars2026.0567.83.550.43
MEMOMemory type=Memory-based, Buffer size=200 exemplars2025.0367.62.80.71
iCaRLMemory type=Memory-based, Buffer size=200 exemplars2025.0366.76.450.41
iCaRLMemory usage type=Memory-based, Buffer size=200 exemplars2026.0566.76.450.41
WSNMemory usage type=Memory-free, Capacity parameter (c)=0.052026.0563.2200.42
WSNMemory usage type=Memory-free, Capacity parameter (c)=0.32026.0562.9200.42
WSNMemory usage type=Memory-free, Capacity parameter (c)=0.12026.0561.9600.41
WSNMemory type=Memory-free, Buffer size=02025.0361.0600.64
WSNMemory usage type=Memory-free, Capacity parameter (c)=0.52026.0561.0600.64
WSNMemory usage type=Memory-free, Capacity parameter (c)=0.032026.0560.7200.4
NFL+Memory type=Memory-free, Buffer size=02025.0358.211.040.68
NFL+Memory usage type=Memory-free2026.0558.211.040.68
DCNetMemory type=Memory-free, Buffer size=02025.0354.82.90.62
DCNetMemory usage type=Memory-free2026.0554.82.90.62
NISPAMemory type=Memory-free, Buffer size=02025.0353.85.650.59
NISPAMemory usage type=Memory-free2026.0553.85.650.59
LwFMemory type=Memory-free, Buffer size=02025.0349.8541.210.43
LwFMemory usage type=Memory-free2026.0549.8541.210.43
SpaceNetMemory type=Memory-free, Buffer size=02025.0348.915.350.46
SpaceNetMemory usage type=Memory-free2026.0548.915.350.46
SIMemory type=Memory-free, Buffer size=02025.0348.4552.970.49
SIMemory usage type=Memory-free2026.0548.4552.970.49
NFLMemory type=Memory-free, Buffer size=02025.0347.6514.730.54
EWCMemory type=Memory-free, Buffer size=02025.0344.1941.850.46
EWCMemory usage type=Memory-free2026.0544.1941.850.46