Table 5 Experimental results of ablation of Parcel box Dataset by the model under TIDE index.
From: Research on dimension measurement algorithm for parcel boxes in high-speed sorting system
Group | Method | \(E_{loc} \downarrow\) | \(E_{dupe} \downarrow\) | \(E_{bkg} \downarrow\) | \(E_{FP} \downarrow\) |
|---|---|---|---|---|---|
Backbone | E-ViT | 0.04 | 0.01 | 0.68 | 2.05 |
ES-ViT (Ours) | 0.04 | 0.01 | 0 (-0.68) | 0.05 (− 2.0) | |
Neck | None | 0.78 | 0.22 | 2.06 | 4.10 |
C2f | 1.44 (+ 0.66) | 0.01 (− 0.21) | 1.01 (− 1.05) | 1.48 (− 2.62) | |
C2f-GCC (Ours) | 0.04 (− 0.78) | 0.01 (− 0.21) | 0 (− 2.06) | 0.05 (− 4.05) |
