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Classification on CLEAR 5% Forget

78.19Accuracy (Forget Set)Vanilla
43.890852.795461.770.6046May 15, 2026

Evaluation results

MethodLinks
VanillaBackbone=Qwen3-VL-8B2026.0578.19
MMunlearnerBackbone=Qwen3-VL-8B2026.0575.53
GA DiffBackbone=Qwen3-VL-8B2026.0569.14
NPOBackbone=Qwen3-VL-8B2026.0550
ASRUBackbone=Qwen3-VL-8B2026.0545.21