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ReaCT

Benchmarks

TaskDatasetSOTA resultTrendResults

Data Extraction Attack

ReAct

86EQ

20

Enzyme Reaction Classification

React (test)

88.3Accuracy

13

Data Extraction Attack on Agent Memory

ReAct (test)

81EQ Score

12

Multimodal memory poisoning attack

ReAct

98.49ASR-r

8

target object grounding

REACT

85.14Accuracy

5

Agent Memory Attack Defense

ReAct-QA

6Attack Success Rate

4

Machine Translation

ReaCT cg (test)

12.3BLEU

4

Machine Translation

ReaCT IWSLT 2014 (test)

36.1BLEU

4

Prompting algorithm implementation

ReAct

61AST Size

2