List your company
ResearchFormerly WizWand

Lifelong Object Recognition on OpenLORIS-Object (12-task stream)

90.62Mean AccuracyBiMU
51.370461.560271.7581.9398May 28, 2026
Updated 5mo ago

Evaluation results

MethodLinks
BiMUFeatures=25,088, Backbone=Frozen VGG19, Evaluation Protocol=Online linear head, Network Weight Type=Binary2026.0590.62
BayesBiNNFeatures=25,088, Backbone=Frozen VGG19, Evaluation Protocol=Online linear head, Network Weight Type=Binary2026.0589.37
BiMUFeatures=8,192, Backbone=Frozen VGG19, Evaluation Protocol=Online linear head, Network Weight Type=Binary2026.0589.19
EWC OnlineFeatures=25,088, Backbone=Frozen VGG19, Evaluation Protocol=Online linear head, Network Weight Type=Real-valued2026.0588.23
SIFeatures=25,088, Backbone=Frozen VGG19, Evaluation Protocol=Online linear head, Network Weight Type=Real-valued2026.0588.04
SGDFeatures=25,088, Backbone=Frozen VGG19, Evaluation Protocol=Online linear head, Network Weight Type=Real-valued2026.0588.04
Syn. Meta.Features=8,192, Backbone=Frozen VGG19, Evaluation Protocol=Online linear head, Network Weight Type=Binary2026.0588.03
MESUFeatures=25,088, Backbone=Frozen VGG19, Evaluation Protocol=Online linear head, Network Weight Type=Real-valued2026.0587.84
EWC OnlineFeatures=8,192, Backbone=Frozen VGG19, Evaluation Protocol=Online linear head, Network Weight Type=Real-valued2026.0587.18
MESUFeatures=8,192, Backbone=Frozen VGG19, Evaluation Protocol=Online linear head, Network Weight Type=Real-valued2026.0587.01
BayesBiNNFeatures=8,192, Backbone=Frozen VGG19, Evaluation Protocol=Online linear head, Network Weight Type=Binary2026.0586.93
Syn. Meta.Features=25,088, Backbone=Frozen VGG19, Evaluation Protocol=Online linear head, Network Weight Type=Binary2026.0586.72
SIFeatures=8,192, Backbone=Frozen VGG19, Evaluation Protocol=Online linear head, Network Weight Type=Real-valued2026.0586.44
SGDFeatures=8,192, Backbone=Frozen VGG19, Evaluation Protocol=Online linear head, Network Weight Type=Real-valued2026.0586.27
STEFeatures=25,088, Backbone=Frozen VGG19, Evaluation Protocol=Online linear head, Network Weight Type=Binary2026.0583.79
MESUFeatures=1,024, Backbone=Frozen VGG19, Evaluation Protocol=Online linear head, Network Weight Type=Real-valued2026.0580.82
STEFeatures=8,192, Backbone=Frozen VGG19, Evaluation Protocol=Online linear head, Network Weight Type=Binary2026.0579.12
EWC OnlineFeatures=1,024, Backbone=Frozen VGG19, Evaluation Protocol=Online linear head, Network Weight Type=Real-valued2026.0575.72
BiMUFeatures=1,024, Backbone=Frozen VGG19, Evaluation Protocol=Online linear head, Network Weight Type=Binary2026.0573.61
BayesBiNNFeatures=1,024, Backbone=Frozen VGG19, Evaluation Protocol=Online linear head, Network Weight Type=Binary2026.0572.01
SIFeatures=1,024, Backbone=Frozen VGG19, Evaluation Protocol=Online linear head, Network Weight Type=Real-valued2026.0570.75
Syn. Meta.Features=1,024, Backbone=Frozen VGG19, Evaluation Protocol=Online linear head, Network Weight Type=Binary2026.0562.82
SGDFeatures=1,024, Backbone=Frozen VGG19, Evaluation Protocol=Online linear head, Network Weight Type=Real-valued2026.0562.31
STEFeatures=1,024, Backbone=Frozen VGG19, Evaluation Protocol=Online linear head, Network Weight Type=Binary2026.0552.88