List your company
ResearchFormerly WizWand

Continual Learning on CTrL Sout stream

66.7AccuracyLMC
29.05238.82648.658.374Nov 15, 2021
Updated 8mo ago

Evaluation results

MethodLinks
LMCNumber of Modules (M)=15.5, Fixed Capacity=false, Task-ID Agnostic=false, Variant=-A2021.1166.7-0.1
MNTDPNumber of Modules (M)=15.0, Fixed Capacity=false, Task-ID Agnostic=false2021.1165.80
SG-FNumber of Modules (M)=16.2, Fixed Capacity=false, Task-ID Agnostic=false2021.1164.10
EXPERTSNumber of Modules (M)=24, Fixed Capacity=false, Task-ID Agnostic=false2021.1163.10
EWCNumber of Modules (M)=24, Fixed Capacity=true, Task-ID Agnostic=false2021.1162.5-3.6
O-EWCNumber of Modules (M)=24, Fixed Capacity=true, Task-ID Agnostic=false2021.1162.4-3
HATNumber of Modules (M)=24, Fixed Capacity=true, Task-ID Agnostic=false2021.1161.9-3.2
ERNumber of Modules (M)=4, Fixed Capacity=true, Task-ID Agnostic=false2021.1160.7-1.5
LMCNumber of Modules (M)=15.5, Fixed Capacity=false, Task-ID Agnostic=true2021.1155.1-7.1
LMCNumber of Modules (M)=15.9, Fixed Capacity=false, Task-ID Agnostic=true, Hard Module Selection (H)=true2021.1154.2-2.9
FINETUNE LNumber of Modules (M)=24, Fixed Capacity=true2021.1149.3-18.4
ERNumber of Modules (M)=4, Fixed Capacity=true, Task-ID Agnostic=true, Single-head (S)=true2021.1147.6-7.6
FINETUNENumber of Modules (M)=4, Fixed Capacity=true2021.1145.4-15.5
MNTDPNumber of Modules (M)=13.3, Fixed Capacity=false, Task-ID Agnostic=true2021.1137.9-5.8
SG-FNumber of Modules (M)=12.2, Fixed Capacity=false, Task-ID Agnostic=true2021.1130.5-34