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Mathematical Reasoning on GSM8K (train)

89.8AccuracyJustGRPO
72.53677.01881.585.982Jan 21, 2026

Evaluation results

MethodLinks
JustGRPOSeq Len=5122026.0189.8
JustGRPOSeq Len=2562026.0189.1
LLaDOUSeq Len=2562026.0188.1
SPGSeq Len=2562026.0186.1
GDPOSeq Len=5122026.0184.5
SPGSeq Len=5122026.0184.5
JustGRPOSeq Len=1282026.0183.8
ESPOSeq Len=5122026.0183.7
LLaDA-1.5Seq Len=2562026.0183.3
GDPOSeq Len=2562026.0182.8
d-TreeRPOSeq Len=5122026.0182.6
wd1Seq Len=5122026.0182.3
ESPOSeq Len=2562026.0182.3
d1Seq Len=5122026.0182.1
d-TreeRPOSeq Len=2562026.0181.2
d1Seq Len=2562026.0181.1
wd1Seq Len=2562026.0180.8
ESPOSeq Len=1282026.0180
SPGSeq Len=1282026.0178.5
GDPOSeq Len=1282026.0178.4
wd1Seq Len=1282026.0177.2
d1Seq Len=1282026.0173.2