Budget Allocation on U-Shaped
38AccuracyOracle
Evaluation results
| Method | Links | |
|---|---|---|
| OracleBudget=4096, Model=Qwen3-30B-A3B-Instruct2026.06 | 38 | |
| OracleBudget=1024, Model=Qwen3-30B-A3B-Instruct2026.06 | 33.2 | |
| PredictorBudget=4096, Model=Qwen3-30B-A3B-Instruct2026.06 | 31.6 | |
| CLEAR (Heur.)Budget=4096, Model=Qwen3-30B-A3B-Instruct2026.06 | 31.6 | |
| CLEAR (Ours)Budget=4096, Model=Qwen3-30B-A3B-Instruct2026.06 | 30.6 | |
| UniformBudget=4096, Model=Qwen3-30B-A3B-Instruct2026.06 | 30 | |
| CLEAR (Auction)Budget=4096, Model=Qwen3-30B-A3B-Instruct2026.06 | 29.6 | |
| CLEAR (Ours)Budget=1024, Model=Qwen3-30B-A3B-Instruct2026.06 | 27.2 | |
| UniformBudget=1024, Model=Qwen3-30B-A3B-Instruct2026.06 | 26.6 | |
| CLEAR (Auction)Budget=1024, Model=Qwen3-30B-A3B-Instruct2026.06 | 24.4 | |
| CLEAR (Heur.)Budget=1024, Model=Qwen3-30B-A3B-Instruct2026.06 | 23.4 | |
| PredictorBudget=1024, Model=Qwen3-30B-A3B-Instruct2026.06 | 13.4 |