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Object Detection on COCO 80-1 setting 2017 (test)

44.5APrGS-LoRA
32.0235.2638.541.74Mar 18, 2024

Evaluation results

MethodLinks
GS-LoRATunable Ratio=0.62%2024.0344.549.90.4
Pre-train2024.0344.3—57.1
RetrainTunable Ratio=100.00%2024.0339.346.60
L2*Tunable Ratio=99.61%2024.0335.625.637.1
EWC*Tunable Ratio=99.61%2024.0332.637.612.5
MAS*Tunable Ratio=99.61%2024.0332.539.46.9