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ResearchFormerly WizWand

Budget Allocation on Balanced Stream

38AccuracyOracle
6.814.92331.1Jun 2, 2026
Updated 4mo ago

Evaluation results

MethodLinks
OracleBudget=4096, Model=Qwen3-30B-A3B-Instruct2026.0638
OracleBudget=1024, Model=Qwen3-30B-A3B-Instruct2026.0628.8
PredictorBudget=4096, Model=Qwen3-30B-A3B-Instruct2026.0628
CLEAR (Heur.)Budget=4096, Model=Qwen3-30B-A3B-Instruct2026.0628
CLEAR (Ours)Budget=4096, Model=Qwen3-30B-A3B-Instruct2026.0626.8
UniformBudget=4096, Model=Qwen3-30B-A3B-Instruct2026.0626.4
CLEAR (Auction)Budget=4096, Model=Qwen3-30B-A3B-Instruct2026.0624.8
CLEAR (Ours)Budget=1024, Model=Qwen3-30B-A3B-Instruct2026.0618.8
CLEAR (Heur.)Budget=1024, Model=Qwen3-30B-A3B-Instruct2026.0618.4
UniformBudget=1024, Model=Qwen3-30B-A3B-Instruct2026.0616.4
CLEAR (Auction)Budget=1024, Model=Qwen3-30B-A3B-Instruct2026.0616.2
PredictorBudget=1024, Model=Qwen3-30B-A3B-Instruct2026.068