Industrial Scheduling on JMS-Bench
9.29RPD (%)ReflecSched
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ReflecSchedModel Backend=Qwen3-14B2026.05 | 9.29 | 7.5 | |
| RACE-SchedModel Backend=Qwen3-14B2026.05 | 9.37 | 6.1 | |
| ReflecSchedModel Backend=Qwen3-8B2026.05 | 9.56 | 7.7 | |
| RACE-SchedModel Backend=GPT-5 Nano2026.05 | 9.73 | 6.1 | |
| RACE-SchedModel Backend=Qwen3-32B2026.05 | 10.67 | 7.3 | |
| ReflecSchedModel Backend=Qwen3-32B2026.05 | 10.89 | 8.2 | |
| RACE-SchedModel Backend=DeepSeek-V3.22026.05 | 11.01 | 7.9 | |
| IDDQNCategory=Baselines2026.05 | 11.02 | 8.3 | |
| RACE-SchedModel Backend=Qwen3-8B2026.05 | 11.09 | 9.5 | |
| ReflecSchedModel Backend=DeepSeek-V3.22026.05 | 11.71 | 8 | |
| LLM-DirectModel Backend=Qwen3-32B2026.05 | 11.98 | 8.6 | |
| HMPSACCategory=Baselines2026.05 | 12.87 | 9.2 | |
| ReflecSchedModel Backend=GPT-5 Nano2026.05 | 13.41 | 9.5 | |
| RACE-SchedModel Backend=Qwen3-Coder-30B2026.05 | 13.42 | 10.5 | |
| PPO-OCCategory=Baselines2026.05 | 14.13 | 10.6 | |
| LLM-DirectModel Backend=Qwen3-8B2026.05 | 15.77 | 12.4 | |
| LLM-DirectModel Backend=Qwen3-14B2026.05 | 16.57 | 12.2 | |
| DANCategory=Baselines2026.05 | 18.88 | 13.6 | |
| GPCategory=Baselines2026.05 | 51.25 | 18.3 |