Sentiment Analysis on SST2 (CACC, ASR)

99ASRUnpatched

Evaluation Results

Method
Unpatched2026.06	99	—	95
Unpatched2026.06	97	—	95
FTℓ22026.06	97	—	94
FinePruning2026.06	97	—	94
BAERASER2026.06	97	—	90
Mudjacking2026.06	97	—	90
SPP2026.06	97	—	91
OneShot2026.06	97	—	90
Unpatched2026.06	97	—	95
FT2026.06	97	—	90
FT_l22026.06	97	—	91
FT_linf2026.06	97	—	91
FinePruning2026.06	97	—	94
OneShot2026.06	97	—	94
MEND2026.06	97	—	93
Unpatched2026.06	97	—	94
Unpatched2026.06	96	—	95
FT2026.06	96	—	94
FT2026.06	96	—	94
FTℓ22026.06	96	—	91
FTℓ∞2026.06	96	—	92
FTℓ∞2026.06	96	—	94
FinePruning2026.06	96	—	94
BAERASER2026.06	96	—	91
SPP2026.06	96	—	92
OneShot2026.06	96	—	94
MEND2026.06	96	—	93
MEND2026.06	96	—	93
Unpatched2026.06	96	—	95
FT_l22026.06	96	—	93
FinePruning2026.06	96	—	92
SPP2026.06	96	—	90
OneShot2026.06	96	—	93
MEND2026.06	96	—	93
Unpatched2026.06	95	—	95
FT2026.06	95	—	90
FTℓ22026.06	95	—	90
FTℓ∞2026.06	95	—	94
FinePruning2026.06	95	—	94
BAERASER2026.06	95	—	90
MEND2026.06	95	—	93
ROME2026.06	95	—	92
Unpatched2026.06	95	—	95
FT_l22026.06	95	—	93
MEND2026.06	95	—	94
BAERASER2026.06	95	—	91
ROME2026.06	95	—	94
Unpatched2026.06	94	—	95
FT2026.06	94	—	93
FTℓ22026.06	94	—	91
FTℓ∞2026.06	94	—	91
FinePruning2026.06	94	—	91
BAERASER2026.06	94	—	91
SPP2026.06	94	—	94
SPP2026.06	94	—	90
OneShot2026.06	94	—	92
OneShot2026.06	94	—	90
MEND2026.06	94	—	93
ROME2026.06	94	—	94
FinePruning2026.06	94	—	94
OneShot2026.06	94	—	92
ROME2026.06	94	—	93
SPP2026.06	94	—	94
Mudjacking2026.06	93	—	94
ROME2026.06	93	—	90
FT2026.06	93	—	93
BAERASER2026.06	93	—	91
Mudjacking2026.06	92	—	93
FT_linf2026.06	92	—	94
ROME2026.06	92	—	93
FT2026.06	92	—	94
FT_linf2026.06	91	—	94
SPP2026.06	90	—	94
Unpatched2026.06	89	—	95
FT2026.06	89	—	93
FTℓ22026.06	89	—	93
FTℓ∞2026.06	89	—	94
ROME2026.06	89	—	90
MEND2026.06	88	—	94
FinePruning2026.06	87	—	90
ROME2026.06	87	—	92
BAERASER2026.06	86	—	94
SPP2026.06	85	—	93
BAERASER2026.06	82	—	91
OneShot2026.06	78	—	92
Mudjacking2026.06	66	—	93
Mudjacking2026.06	34	—	92
Mudjacking2026.06	32	—	90
Mudjacking2026.06	30	—	91
Test-time Defense2025.10	23.7	95.8	—
SPP2026.06	20	—	94
Test-time Defense2025.10	17.85	94.32	—
Test-time Defense2025.10	10.25	95.22	—
Mudjacking2026.06	10	—	92
Locphylax2025.10	7.5	96.2	—
SPP2026.06	6	—	94
FT2026.06	5	—	94
FinePruning2026.06	5	—	94
MEND2026.06	4	—	93
Unpatched2026.06	3	—	95