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General Reasoning on Aggregate Easy and Hard Benchmarks

63.7AccuracyADaPTthink
28.23637.44346.6555.857Jun 18, 2026

Evaluation results

MethodLinks
ADaPTthinkBackbone=Qwen2.5-7B2026.0663.71,569
SFT+GRPOBackbone=Qwen2.5-7B2026.0663.31,540
ADaPTBackbone=Qwen2.5-7B2026.0662.71,031
ARMBackbone=Qwen2.5-7B2026.0661.71,131
TLMREBackbone=Qwen2.5-7B2026.06611,299
R-4BBackbone=Qwen2.5-7B2026.0660.91,044
ADaPTanswerBackbone=Qwen2.5-7B2026.0657.9423
SFT+GRPOBackbone=Qwen2.5-3B2026.0653.11,539
ADaPTthinkBackbone=Qwen2.5-3B2026.0652.61,530
ADaPTBackbone=Qwen2.5-3B2026.0651.91,013
TLMREBackbone=Qwen2.5-3B2026.0651.11,279
ARMBackbone=Qwen2.5-3B2026.06511,101
BaseBackbone=Qwen2.5-7B2026.0650.6582
R-4BBackbone=Qwen2.5-3B2026.0649.41,014
ADaPTanswerBackbone=Qwen2.5-3B2026.0647.4485
SFTBackbone=Qwen2.5-7B2026.0647.3849
BaseBackbone=Qwen2.5-3B2026.0633.9582
SFTBackbone=Qwen2.5-3B2026.0629.6472