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ResearchFormerly WizWand

Unlearning on Goodreads-NC

1.07Unlearning Time (s)ETR
-8.161654.1517116.465178.7783May 5, 2026
Updated 6mo ago

Evaluation results

MethodLinks
ETRBackbone=SAGE, Encoder=CLIP2026.051.07
ETRBackbone=SAGE, Encoder=T5+ViT2026.051.54
ETRBackbone=SAGE, Encoder=T5+DINOv22026.051.62
ETRBackbone=SAGE, Encoder=ImageBind2026.052.37
IDEABackbone=SAGE, Encoder=CLIP2026.053.31
FDQBackbone=SAGE, Encoder=CLIP2026.053.42
FDQBackbone=SAGE, Encoder=T5+ViT2026.053.61
FDQBackbone=SAGE, Encoder=T5+DINOv22026.053.64
FDQBackbone=SAGE, Encoder=ImageBind2026.053.97
IDEABackbone=SAGE, Encoder=T5+ViT2026.055.71
IDEABackbone=SAGE, Encoder=T5+DINOv22026.055.72
MEGUBackbone=SAGE, Encoder=CLIP2026.0510.92
IDEABackbone=SAGE, Encoder=ImageBind2026.0513.94
MEGUBackbone=SAGE, Encoder=T5+DINOv22026.0515.38
MEGUBackbone=SAGE, Encoder=T5+ViT2026.0515.42
GNNDeleteBackbone=SAGE, Encoder=CLIP2026.0518.54
MEGUBackbone=SAGE, Encoder=ImageBind2026.0518.67
GNNDeleteBackbone=SAGE, Encoder=T5+DINOv22026.0525.3
GNNDeleteBackbone=SAGE, Encoder=T5+ViT2026.0525.31
ScaleGUNBackbone=SAGE, Encoder=T5+DINOv22026.0532.38
ScaleGUNBackbone=SAGE, Encoder=T5+ViT2026.0560.65
ScaleGUNBackbone=SAGE, Encoder=CLIP2026.0564.6
ScaleGUNBackbone=SAGE, Encoder=ImageBind2026.0586.71
BEKMBackbone=SAGE, Encoder=CLIP2026.05133.55
BLPABackbone=SAGE, Encoder=CLIP2026.05134.94
BEKMBackbone=SAGE, Encoder=T5+ViT2026.05162.33
BEKMBackbone=SAGE, Encoder=T5+DINOv22026.05172
BEKMBackbone=SAGE, Encoder=ImageBind2026.05185.1
BLPABackbone=SAGE, Encoder=T5+DINOv22026.05186.05
BLPABackbone=SAGE, Encoder=T5+ViT2026.05186.7
BLPABackbone=SAGE, Encoder=ImageBind2026.05231.86