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Benchmarks
Sentiment Classification on Sentiment
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94.6
Original Accuracy
AdvDemo + CW
89.87
92.235
94.6
96.965
Jan 29, 2026
Original Accuracy
Adversarial Detection Rate
ASRR (Fake)
ASRR (Temp)
ASRR (Needle)
Updated 4d ago
Evaluation Results
Method
Method
Links
Original Accuracy
Adversarial Detection Rate
ASRR (Fake)
ASRR (Temp)
ASRR (Needle)
AdvDemo + CW
Recipe Code=p10_CWmess...
2026.01
94.6
5
100
0
100
AdvDemo + Random Template
Recipe Code=p10_length6
2026.01
94.6
0
11.9
1.4
45.1
AdvDemo + CW + Random Template
Recipe Code=p10_length...
2026.01
94.6
2.52
99.8
52.8
100
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