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Claude Code

Benchmarks

Task NameDataset NameSOTA ResultTrend
Code LeakageClaude Code MiniMax-M2.7
Exact Match (EM)60
12
Prompt ExfiltrationClaude Code coding agent prompts
Similarity Score89.1
10
Indirect Prompt Injection AttackClaude Code 101 CCR instances
ASR (GPT)96
3
Remote Code Execution Attack Success RateClaude Code
C-F Success Rate43.67
3
Coding TasksClaude Code Evaluation Set
Number of Samples26
3
Software Engineering TasksClaude Code
Successful Tasks Count40
3
Agent Skill ExecutionClaude Code (test)
Total Tokens18.7
2
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