3D Bin Packing Problem on 3D-BPP ID-Small Continuous
73.1Utilization (%)Approx Optim
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Approx OptimOnline Adaptation=No2025.01 | 73.1 | 125.1 | — | |
| PCT+ASAP w/ MAMLOnline Adaptation=Yes, Inference time(m)=47.62025.01 | 72.6 | 124.2 | 2.1 | |
| PCT+ASAP w/o MAMLOnline Adaptation=Yes, Inference time(m)=47.62025.01 | 71.8 | 122.8 | 2.3 | |
| PCT+ASAP w/ MAML(Tune All)Online Adaptation=Yes, Inference time(m)=47.62025.01 | 71.5 | 122.2 | 1 | |
| PCT+ASAP w/ MAMLOnline Adaptation=No2025.01 | 70.5 | 121.3 | — | |
| PCT+ASAP w/ MAML(Tune All)Online Adaptation=No2025.01 | 70.5 | 121.3 | — | |
| Approx OptimOnline Adaptation=No2025.01 | 70.1 | 84 | — | |
| PCT+MAMLOnline Adaptation=Yes, Inference time(m)=47.32025.01 | 70.1 | 120.8 | 0.5 | |
| PCT+MAMLOnline Adaptation=No2025.01 | 69.6 | 119.4 | — | |
| PCT+ASAP w/o MAMLOnline Adaptation=No2025.01 | 69.5 | 119.6 | — | |
| AR2L(Neurips-23)Online Adaptation=Yes, Inference time(m)=47.32025.01 | 68.9 | 119 | 0.6 | |
| PCT+ASAP w/ MAMLOnline Adaptation=Yes, Inference time(m)=42.32025.01 | 68.3 | 81.9 | 0.7 | |
| PCT+ASAP w/ MAML(Tune All)Online Adaptation=Yes, Inference time(m)=42.32025.01 | 68.3 | 81.9 | 0.7 | |
| AR2L(Neurips-23)Online Adaptation=No2025.01 | 68.3 | 117.5 | — | |
| PCT+ASAP w/o MAMLOnline Adaptation=Yes, Inference time(m)=42.32025.01 | 68.1 | 81.8 | 1.1 | |
| PCT(ICLR-22)Online Adaptation=Yes, Inference time(m)=47.22025.01 | 68 | 116.9 | 0.5 | |
| PCT+ASAP w/ MAMLOnline Adaptation=No2025.01 | 67.6 | 81.4 | — | |
| PCT+ASAP w/ MAML(Tune All)Online Adaptation=No2025.01 | 67.6 | 81.4 | — | |
| PCT(ICLR-22)Online Adaptation=No2025.01 | 67.5 | 116.1 | — | |
| PCT+ASAP w/o MAMLOnline Adaptation=No2025.01 | 67 | 81 | — | |
| PCT+MAMLOnline Adaptation=Yes, Inference time(m)=42.02025.01 | 66.9 | 80.8 | 0.1 | |
| PCT+MAMLOnline Adaptation=No2025.01 | 66.8 | 80.8 | — | |
| AR2L(Neurips-23)Online Adaptation=Yes, Inference time(m)=42.12025.01 | 65.7 | 80.3 | 0.5 | |
| PCT(ICLR-22)Online Adaptation=Yes, Inference time(m)=42.02025.01 | 65.4 | 80.2 | 0.4 | |
| AR2L(Neurips-23)Online Adaptation=No2025.01 | 65.2 | 79.5 | — | |
| PCT(ICLR-22)Online Adaptation=No2025.01 | 65 | 79.6 | — |