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Coding on LiveCodeBench (train)
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61.79
Success Rate (SR)
MemQ
45.254
49.547
53.84
58.133
May 8, 2026
Success Rate (SR)
Cumulative Success Rate (CSR)
Updated 22d ago
Evaluation Results
Method
Method
Links
Success Rate (SR)
Cumulative Success Rate (CSR)
MemQ
Model=Gemma-4-E4B-it
2026.05
61.79
67.62
MemRL
Model=Gemma-4-E4B-it
2026.05
58.93
66.19
MemP
Model=Gemma-4-E4B-it
2026.05
53.04
55.48
RAG
Model=Gemma-4-E4B-it
2026.05
51.96
57.38
Mem0
Model=Gemma-4-E4B-it
2026.05
49.52
56.19
No Mem.
Model=Gemma-4-E4B-it
2026.05
47.14
-
Self-RAG
Model=Gemma-4-E4B-it
2026.05
45.89
65
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