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Input Reconstruction on AlpacaEval (random subset of 100 samples)
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99.69
Avg Token-level Precision/Recall
SipIt
15.3252
37.2276
59.13
81.0324
May 22, 2026
Avg Token-level Precision/Recall
Time per Sample (min)
Updated 9d ago
Evaluation Results
Method
Method
Links
Avg Token-level Precision/Recall
Time per Sample (min)
SipIt
Defense=No Defense, Ta...
2026.05
99.69
4.92
ActInv
Defense=No Defense, Ta...
2026.05
99.65
0.78
ActInv
Defense=No Defense, Ta...
2026.05
99.52
7.2
PIA
Defense=No Defense, Ta...
2026.05
98.48
9.59
ActInv
Defense=Sparsification...
2026.05
96.61
7.2
PIA
Defense=Sparsification...
2026.05
95.57
9.59
ActInv
Defense=Gaussian Noise...
2026.05
90.65
0.78
SipIt
Defense=Gaussian Noise...
2026.05
90.63
4.92
TBS
Defense=No Defense, Ta...
2026.05
88.32
7.43
TBS
Defense=Sparsification...
2026.05
81.97
7.43
A1
Defense=No Defense, Ta...
2026.05
43.08
0.22
A1
Defense=Sparsification...
2026.05
18.57
0.22
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