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Multimodal Recommendation on Amazon Clothing Few-Shot (test)

0.1439HR (Top-5)NoAttack
0.13610.1381250.140150.142175Feb 6, 2026

Evaluation results

MethodLinks
NoAttackAttack=NoAttack2026.020.14390.098900.22250.124200.34210.15430
TextFoolerAttack=TextFooler2026.020.14330.09880.00320.22140.12370.00410.33620.15270.0211
INSAAttack=INSA2026.020.14310.09750.00480.22010.12210.00640.33790.15180.0871
EXPAAttack=EXPA2026.020.14190.09740.0060.21920.12220.00940.33450.15120.1252
PuncAttackAttack=PuncAttack2026.020.14160.09650.00180.21990.12150.00330.33470.15040.023
ShadowcastAttack=Shadowcast2026.020.14040.09620.00410.21560.12030.00730.33190.14960.0472
VENOMRECAttack=VENOMREC2026.020.14020.09480.11580.21990.12040.25960.33770.150.717
PopularAttackAttack=PopularAttack2026.020.13860.09430.00330.21780.11960.00490.3330.14860.0429
DeepwordbugAttack=Deepwordbug2026.020.13860.09480.00340.21560.11950.00640.33430.14930.0567
DirectBoostAttack=DirectBoost2026.020.13760.09350.00340.21750.11910.00470.33410.14840.0223
BertAttackAttack=BertAttack2026.020.13750.09420.00030.21410.11870.00090.3310.14810.0112
RandomAttackAttack=RandomAttack2026.020.13640.09250.00810.2170.11830.01550.33570.14820.1331