Industrial Scheduling on MK-Bench
6.43RPD (%)RACE-Sched
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RACE-SchedModel Backend=Qwen3-8B2026.05 | 6.43 | 4.8 | |
| RACE-SchedModel Backend=Qwen3-32B2026.05 | 7.31 | 4.5 | |
| RACE-SchedModel Backend=Qwen3-14B2026.05 | 7.46 | 4.9 | |
| RACE-SchedModel Backend=DeepSeek-V3.22026.05 | 7.87 | 5.4 | |
| RACE-SchedModel Backend=GPT-5 Nano2026.05 | 10.75 | 6.6 | |
| RACE-SchedModel Backend=Qwen3-Coder-30B2026.05 | 11.23 | 7.8 | |
| ReflecSchedModel Backend=DeepSeek-V3.22026.05 | 12.33 | 8.1 | |
| LLM-DirectModel Backend=Qwen3-14B2026.05 | 13.44 | 7.8 | |
| ReflecSchedModel Backend=Qwen3-8B2026.05 | 15.94 | 9.1 | |
| IDDQNCategory=Baselines2026.05 | 17.47 | 11.2 | |
| ReflecSchedModel Backend=GPT-5 Nano2026.05 | 18.89 | 11.3 | |
| ReflecSchedModel Backend=Qwen3-32B2026.05 | 19.94 | 10.7 | |
| HMPSACCategory=Baselines2026.05 | 20.17 | 11.8 | |
| ReflecSchedModel Backend=Qwen3-14B2026.05 | 20.2 | 11.6 | |
| PPO-OCCategory=Baselines2026.05 | 21.6 | 11.6 | |
| LLM-DirectModel Backend=Qwen3-32B2026.05 | 23.58 | 13.4 | |
| DANCategory=Baselines2026.05 | 23.74 | 14 | |
| LLM-DirectModel Backend=Qwen3-8B2026.05 | 29.62 | 15.3 | |
| GPCategory=Baselines2026.05 | 62.88 | 17.2 |