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Code Generation on HumanEval subset of AceCoder-87K

59.1AccuracyLLaDOU
24.88433.76742.6551.533Jan 21, 2026

Evaluation results

MethodLinks
LLaDOUSeq Len=2562026.0159.1
LLaDA-1.5Seq Len=5122026.0151.9
ESPOSeq Len=5122026.0150
JustGRPOSeq Len=2562026.0149.4
JustGRPOSeq Len=5122026.0148.7
ESPOSeq Len=2562026.0142.1
LLaDA-1.5Seq Len=2562026.0139.6
GDPOSeq Len=2562026.0139.6
GDPOSeq Len=5122026.0139
JustGRPOSeq Len=1282026.0137.8
LLaDA-1.5Seq Len=1282026.0129.3
ESPOSeq Len=1282026.0128.1
GDPOSeq Len=1282026.0126.2