Industrial Scheduling on GEN-Bench Normal
5.33RPD (%)RACE-Sched
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| RACE-SchedModel Backend=Qwen3-8B2026.05 | 5.33 | 6.75 | |
| RACE-SchedModel Backend=Qwen3-14B2026.05 | 6.31 | 7.5 | |
| RACE-SchedModel Backend=GPT-5 Nano2026.05 | 6.44 | 7.55 | |
| RACE-SchedModel Backend=Qwen3-32B2026.05 | 6.89 | 8.15 | |
| RACE-SchedModel Backend=DeepSeek-V3.22026.05 | 7.35 | 9.3 | |
| ReflecSchedModel Backend=Qwen3-8B2026.05 | 7.44 | 9.6 | |
| ReflecSchedModel Backend=Qwen3-14B2026.05 | 7.67 | 9.55 | |
| ReflecSchedModel Backend=DeepSeek-V3.22026.05 | 8.24 | 11.35 | |
| ReflecSchedModel Backend=Qwen3-32B2026.05 | 8.82 | 11.55 | |
| RACE-SchedModel Backend=Qwen3-Coder-30B2026.05 | 8.89 | 11.65 | |
| ReflecSchedModel Backend=GPT-5 Nano2026.05 | 9.38 | 11 | |
| IDDQNCategory=Baselines2026.05 | 9.82 | 12.1 | |
| LLM-DirectModel Backend=Qwen3-8B2026.05 | 10.15 | 13 | |
| DANCategory=Baselines2026.05 | 10.4 | 12.55 | |
| LLM-DirectModel Backend=Qwen3-14B2026.05 | 10.48 | 13.55 | |
| LLM-DirectModel Backend=Qwen3-32B2026.05 | 10.7 | 13.3 | |
| PPO-OCCategory=Baselines2026.05 | 12.23 | 15.25 | |
| HMPSACCategory=Baselines2026.05 | 12.34 | 14.55 | |
| GPCategory=Baselines2026.05 | 72.41 | 23 |