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Software Engineering on SWE-bench (Productivity, Proactivity, Personalization)
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21.4
Productivity
MCPE
10.896
13.623
16.35
19.077
Jun 12, 2026
Productivity
Proactivity
Personalization
Updated 1mo ago
Evaluation Results
Method
Method
Links
Productivity
Proactivity
Personalization
MCPE
Agent=DeepSeek-V3.2, U...
2026.06
21.4
7.6
58.9
Mhybrid
Agent=DeepSeek-V3.2, U...
2026.06
14
8.9
59.4
Mtext
Agent=DeepSeek-V3.2, U...
2026.06
13.5
15.6
62.9
Mui
Agent=DeepSeek-V3.2, U...
2026.06
11.3
19.6
70.5
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