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Object Detection on COCO 80-5 setting 2017 (test)

45APrGS-LoRA
29.81633.75837.741.642Mar 18, 2024

Evaluation results

MethodLinks
GS-LoRATunable Ratio=0.62%2024.034542.41.2
Pre-train2024.0344.8—41.3
RetrainTunable Ratio=100.00%2024.0339.640.30.2
L2*Tunable Ratio=99.61%2024.0334.927.718.4
EWC*Tunable Ratio=99.61%2024.0333.431.711.2
MAS*Tunable Ratio=99.61%2024.0330.427.915.4