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Image Classification on CIFAR-10 Kimi-VL

0.2438CLIP Similarity (RN-50)Clean
0.2343360.2367930.239250.241707Feb 10, 2026

Evaluation results

MethodLinks
Cleanvictim_model=Kimi-VL2026.020.24380.46540.30640.30120.26120.3156—
TGRvictim_model=Kimi-VL2026.020.24110.46240.30040.29780.25550.311519.2
PNA + PathOutvictim_model=Kimi-VL2026.020.24090.46290.3020.29940.2560.312320.6
PNAvictim_model=Kimi-VL2026.020.24030.46130.30050.29810.25420.310917.4
Cui et al.victim_model=Kimi-VL2026.020.23830.45920.30010.29560.25180.30921.8
VT-Attackvictim_model=Kimi-VL2026.020.23830.45860.29860.29470.25050.308228.2
Schlarmann and Heinvictim_model=Kimi-VL2026.020.23820.45950.30020.29580.25120.30923.2
Attack-Bardvictim_model=Kimi-VL2026.020.23780.45880.29930.2950.2510.308423
SGMAvictim_model=Kimi-VL2026.020.23470.45460.29430.29140.24380.303733.2