Budget Allocation on Balanced Stream
38AccuracyOracle
Evaluation Results
| Method | Links | |
|---|---|---|
| OracleBudget=4096, Model=Qwen3-30B-A3B-Instruct2026.06 | 38 | |
| OracleBudget=1024, Model=Qwen3-30B-A3B-Instruct2026.06 | 28.8 | |
| PredictorBudget=4096, Model=Qwen3-30B-A3B-Instruct2026.06 | 28 | |
| CLEAR (Heur.)Budget=4096, Model=Qwen3-30B-A3B-Instruct2026.06 | 28 | |
| CLEAR (Ours)Budget=4096, Model=Qwen3-30B-A3B-Instruct2026.06 | 26.8 | |
| UniformBudget=4096, Model=Qwen3-30B-A3B-Instruct2026.06 | 26.4 | |
| CLEAR (Auction)Budget=4096, Model=Qwen3-30B-A3B-Instruct2026.06 | 24.8 | |
| CLEAR (Ours)Budget=1024, Model=Qwen3-30B-A3B-Instruct2026.06 | 18.8 | |
| CLEAR (Heur.)Budget=1024, Model=Qwen3-30B-A3B-Instruct2026.06 | 18.4 | |
| UniformBudget=1024, Model=Qwen3-30B-A3B-Instruct2026.06 | 16.4 | |
| CLEAR (Auction)Budget=1024, Model=Qwen3-30B-A3B-Instruct2026.06 | 16.2 | |
| PredictorBudget=1024, Model=Qwen3-30B-A3B-Instruct2026.06 | 8 |