3D Bin Packing Problem on 3D-BPP Continuous (ID-Large)
65.5UtilizationApprox Optim
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Approx OptimOnline Adaptation=No2025.01 | 65.5 | 10.8 | — | |
| PCT+ASAP w/ MAMLOnline Adaptation=Yes, Inference time(m)=5.92025.01 | 63.9 | 10.3 | 0.8 | |
| PCT+ASAP w/o MAMLOnline Adaptation=Yes, Inference time(m)=5.92025.01 | 63.4 | 10.2 | 0.9 | |
| PCT+ASAP w/ MAML(Tune All)Online Adaptation=Yes, Inference time(m)=5.92025.01 | 63.4 | 10.3 | 0.3 | |
| PCT+ASAP w/ MAMLOnline Adaptation=No2025.01 | 63.1 | 10.2 | — | |
| PCT+ASAP w/ MAML(Tune All)Online Adaptation=No2025.01 | 63.1 | 10.2 | — | |
| PCT+ASAP w/o MAMLOnline Adaptation=No2025.01 | 62.5 | 10.1 | — | |
| PCT+MAMLOnline Adaptation=No2025.01 | 62.3 | 9.9 | — | |
| PCT+MAMLOnline Adaptation=Yes, Inference time(m)=5.82025.01 | 62.3 | 9.9 | 0 | |
| AR2L(Neurips-23)Online Adaptation=Yes, Inference time(m)=5.82025.01 | 61.5 | 9.8 | 0.3 | |
| PCT(ICLR-22)Online Adaptation=No2025.01 | 61.4 | 9.7 | — | |
| PCT(ICLR-22)Online Adaptation=Yes, Inference time(m)=5.82025.01 | 61.4 | 9.8 | 0 | |
| AR2L(Neurips-23)Online Adaptation=No2025.01 | 61.2 | 9.7 | — | |
| Approx OptimOnline Adaptation=No2025.01 | 60.1 | 7.1 | — | |
| PCT+ASAP w/ MAMLOnline Adaptation=Yes, Inference time(m)=5.12025.01 | 57 | 6.4 | 1.3 | |
| PCT+ASAP w/ MAML(Tune All)Online Adaptation=Yes, Inference time(m)=5.12025.01 | 56.3 | 6.3 | 0.6 | |
| PCT+ASAP w/o MAMLOnline Adaptation=Yes, Inference time(m)=5.12025.01 | 56.1 | 6.3 | 1.9 | |
| PCT+ASAP w/ MAMLOnline Adaptation=No2025.01 | 55.7 | 6.2 | — | |
| PCT+ASAP w/ MAML(Tune All)Online Adaptation=No2025.01 | 55.7 | 6.2 | — | |
| PCT+MAMLOnline Adaptation=Yes, Inference time(m)=5.02025.01 | 54.8 | 6.2 | 0.3 | |
| PCT+MAMLOnline Adaptation=No2025.01 | 54.5 | 6.1 | — | |
| PCT+ASAP w/o MAMLOnline Adaptation=No2025.01 | 54.2 | 6.1 | — | |
| PCT(ICLR-22)Online Adaptation=Yes, Inference time(m)=5.02025.01 | 53.3 | 5.9 | 0.2 | |
| PCT(ICLR-22)Online Adaptation=No2025.01 | 53.1 | 5.9 | — | |
| AR2L(Neurips-23)Online Adaptation=Yes, Inference time(m)=5.12025.01 | 52 | 5.8 | 0.3 | |
| AR2L(Neurips-23)Online Adaptation=No2025.01 | 51.7 | 5.8 | — |