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ResearchFormerly WizWand

Code Generation on LCB v6 (Pass@1)

50.68Pass@1BDR-16
-2.027211.656425.3439.0236Apr 14, 2026Apr 23, 2026May 2, 2026May 11, 2026May 20, 2026May 29, 2026Jun 8, 2026
Updated 4mo ago

Evaluation results

MethodLinks
BDR-16Model=GLM-4.7 (358B)2026.0450.68
BDR-128Model=GLM-4.7 (358B)2026.0450.49
BDR-64Model=GLM-4.7 (358B)2026.0449.9
BF16Model=GLM-4.7 (358B)2026.0449.12
BF16Model=Qwen3-8B2026.0449.01
BDR-128Model=Qwen3-8B2026.0447.95
BDR-64Model=Qwen3-8B2026.0447.48
BDR-16Model=Qwen3-8B2026.0447.13
BDR-64 (K)Model=Qwen3-8B2026.0447.02
INT4Model=GLM-4.7 (358B)2026.0445.81
Lightning OPDStudent=Qwen3-8B-Base, Teacher=Qwen3-32B2026.0443.9
OPDStudent=Qwen3-8B-Base, Teacher=Qwen3-32B2026.0441.2
Lightning OPDStudent=Qwen3-4B-Base, Teacher=Qwen3-8B2026.0440.3
OPDStudent=Qwen3-4B-Base, Teacher=Qwen3-8B2026.0439.3
SFTStudent=Qwen3-8B-Base, Teacher=Qwen3-32B2026.0436.8
SFTStudent=Qwen3-4B-Base, Teacher=Qwen3-8B2026.0431.5
ExOPDStudent=Qwen3-4B-Base, Teacher=Qwen3-8B2026.0429
PriFT-massBackbone=Qwen2.5-Coder-3B2026.0621.14
OriginalBackbone=Qwen2.5-Coder-3B2026.0620.47
ASFTBackbone=Qwen2.5-Coder-3B2026.0620.09
PriFT-probBackbone=Qwen2.5-Coder-3B2026.0616.78
EAFTBackbone=Qwen2.5-Coder-3B2026.0616.59
SFTBackbone=Qwen2.5-Coder-3B2026.0616.02
IDFTBackbone=Qwen2.5-Coder-3B2026.0615.45
BaseModel=Qwen2.5-7B-Instruct2026.0513.71
SimCTTeacher=Qwen2.5-7B-Instruct, Student=Phi-4-mini-instruct2026.0512.57
DFTBackbone=Qwen2.5-Coder-3B2026.0612.13
GOLDTeacher=Qwen2.5-7B-Instruct, Student=Phi-4-mini-instruct2026.0512.06
TALRBackbone=Qwen2.5-Coder-3B2026.0611.85
DSKDTeacher=Qwen2.5-7B-Instruct, Student=Phi-4-mini-instruct2026.0511.43
ALMTeacher=Qwen2.5-7B-Instruct, Student=Phi-4-mini-instruct2026.0510.86
SimpleOPDTeacher=Qwen2.5-7B-Instruct, Student=Phi-4-mini-instruct2026.059.23
SFTTeacher=Qwen2.5-7B-Instruct, Student=Phi-4-mini-instruct2026.058.57
BaseModel=Phi-4-mini-instruct2026.057.92
SimCTTeacher=Qwen2.5-7B-Instruct, Student=Gemma-2-2B-it2026.057.29
SimCTTeacher=Phi-4-mini-instruct, Student=Gemma-2-2B-it2026.057.14
SimpleOPDTeacher=Qwen2.5-7B-Instruct, Student=Gemma-2-2B-it2026.057.01
DSKDTeacher=Qwen2.5-7B-Instruct, Student=Gemma-2-2B-it2026.056.86
GOLDTeacher=Qwen2.5-7B-Instruct, Student=Gemma-2-2B-it2026.056.82
SFTTeacher=Qwen2.5-7B-Instruct, Student=Gemma-2-2B-it2026.056.77
ALMTeacher=Qwen2.5-7B-Instruct, Student=Gemma-2-2B-it2026.056.71
BaseModel=Gemma-2-2B-it2026.056.65
ALMTeacher=Phi-4-mini-instruct, Student=Gemma-2-2B-it2026.056.63
GOLDTeacher=Phi-4-mini-instruct, Student=Gemma-2-2B-it2026.056.57
DSKDTeacher=Phi-4-mini-instruct, Student=Gemma-2-2B-it2026.056.57
SFTTeacher=Phi-4-mini-instruct, Student=Gemma-2-2B-it2026.056.43
SimpleOPDTeacher=Phi-4-mini-instruct, Student=Gemma-2-2B-it2026.056.43
INT4Model=Qwen3-8B2026.040