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Discrete 3D Bin Packing on 3D-BPP Default

85.9Utilization (%)Approx Optim
80.1881.66583.1584.635Jan 29, 2025

Evaluation results

MethodLinks
Approx OptimOnline Adaptation=without2025.0185.933.7——
PCT+ASAP w/ MAML(proposed)Online Adaptation=with2025.0184.832.7304.2
PCT+ASAP w/ MAML(proposed)Online Adaptation=without2025.0184.532.5——
PCT+ASAP w/o MAMLOnline Adaptation=with2025.0184.232.4304.2
PCT+ASAP w/o MAMLOnline Adaptation=without2025.0183.932.2——
PCT+MAMLOnline Adaptation=with2025.0183.832.1204.1
PCT+MAMLOnline Adaptation=without2025.0183.632——
PCT(ICLR-22)Online Adaptation=with2025.0182.231.6204
PCT(ICLR-22)Online Adaptation=without2025.018231.5——
GOPT(RAL-24)Online Adaptation=with2025.0181.130.6204
GOPT(RAL-24)Online Adaptation=without2025.0180.930.4——
AR2L(Neurips-23)Online Adaptation=with2025.0180.529.9104.1
AR2L(Neurips-23)Online Adaptation=without2025.0180.429.7——