Inventory Management on Synthetic Inventory Benchmark Overall
25Success RateAlphaInventory
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| AlphaInventoryIndustry Domain=Overall, # Cases=302026.05 | 25 | 15.9 | |
| Base GLMIndustry Domain=Overall, # Cases=302026.05 | 13 | — | |
| AlphaInventoryIndustry Domain=Cloud Compute, # Cases=6, Domain OOD=true2026.05 | 6 | 7.6 | |
| Base GLMIndustry Domain=Construction Material, # Cases=4, Domain OOD=true2026.05 | 4 | — | |
| AlphaInventoryIndustry Domain=Construction Material, # Cases=4, Domain OOD=true2026.05 | 4 | 28.7 | |
| AlphaInventoryIndustry Domain=EV Battery Supply, # Cases=4, Domain OOD=false2026.05 | 4 | 6.8 | |
| AlphaInventoryIndustry Domain=Power Grid Load, # Cases=5, Domain OOD=true2026.05 | 3 | 20.6 | |
| AlphaInventoryIndustry Domain=Medical Supply, # Cases=3, Domain OOD=false2026.05 | 3 | 15.4 | |
| Base GLMIndustry Domain=Cloud Compute, # Cases=6, Domain OOD=true2026.05 | 2 | — | |
| Base GLMIndustry Domain=Power Grid Load, # Cases=5, Domain OOD=true2026.05 | 2 | — | |
| Base GLMIndustry Domain=EV Battery Supply, # Cases=4, Domain OOD=false2026.05 | 2 | — | |
| AlphaInventoryIndustry Domain=Restaurant Ingredient, # Cases=3, Domain OOD=false2026.05 | 2 | 20 | |
| Base GLMIndustry Domain=Medical Supply, # Cases=3, Domain OOD=false2026.05 | 1 | — | |
| Base GLMIndustry Domain=Restaurant Ingredient, # Cases=3, Domain OOD=false2026.05 | 1 | — | |
| Base GLMIndustry Domain=Cosmetics, # Cases=2, Domain OOD=false2026.05 | 1 | — | |
| AlphaInventoryIndustry Domain=Cosmetics, # Cases=2, Domain OOD=false2026.05 | 1 | 31.2 | |
| AlphaInventoryIndustry Domain=Leafy Greens, # Cases=1, Domain OOD=true2026.05 | 1 | 15.2 | |
| AlphaInventoryIndustry Domain=T-Shirt, # Cases=1, Domain OOD=true2026.05 | 1 | 14.5 | |
| Base GLMIndustry Domain=Leafy Greens, # Cases=1, Domain OOD=true2026.05 | 0 | — | |
| Base GLMIndustry Domain=T-Shirt, # Cases=1, Domain OOD=true2026.05 | 0 | — | |
| Base GLMIndustry Domain=Industrial Spare Parts, # Cases=1, Domain OOD=false2026.05 | 0 | — | |
| AlphaInventoryIndustry Domain=Industrial Spare Parts, # Cases=1, Domain OOD=false2026.05 | 0 | — |