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Explainable AI Evaluation on ImageNet Balanced Class

0.609Deletion Metric (Del)Chefer
0.092120.226310.36050.49469Apr 20, 2026

Evaluation results

MethodLinks
CheferModel=ViT-L2026.040.6090.6320.0920.210.238—
GMARModel=ViT-L2026.040.5650.68600.2920.2250.049
ARModel=ViT-L2026.040.5640.69400.3220.2240.053
AttRModel=ViT-L2026.040.4360.7510.0560.5010.2950.023
DAPModel=ViT-L2026.040.3980.7980.3550.7330.3440.1
ARModel=ViT-B2026.040.3970.65400.2730.2290.032
GMARModel=ViT-B2026.040.3960.65300.2730.2310.032
GMARModel=ViT-S2026.040.3290.57800.1210.2440.027
ARModel=ViT-S2026.040.3270.58300.1270.2410.028
CheferModel=ViT-B2026.040.3090.7030.0270.4370.451—
AttRModel=ViT-B2026.040.2690.7380.0460.5330.3290.005
DAPModel=ViT-B2026.040.2490.7550.2590.6330.3580.103
CheferModel=ViT-S2026.040.2430.6430.0580.2530.453—
DAPModel=ViT-S2026.040.2090.6960.3060.380.4450.226
AttRModel=ViT-S2026.040.2050.6920.0590.3260.340.03
DAPModel=ViT-T2026.040.20.510.3860.1170.5250.273
ARModel=ViT-T2026.040.1870.53300.1270.2460.063
GMARModel=ViT-T2026.040.1850.53100.1230.2450.067
CheferModel=ViT-T2026.040.1620.5420.0970.1340.568—
AttRModel=ViT-T2026.040.1120.6190.0960.2380.3170.048