Continual Unlearning on CIFAR-100 ResNet-20 (test) benchmark leaderboard · SOTA2 Research

Continual Unlearning on CIFAR-100 ResNet-20 (test)

60.46Retention AccuracyMoE Router

Evaluation Results

Method	Links
MoE Router2026.04		60.46	55
MoE Router2026.04		60.46	55
MoE Router2026.04		59.8	51.2
MoE Router2026.04		59.8	51.2
MoE Router2026.04		59.62	57
MoE Router2026.04		59.62	57
MoE Router2026.04		59.49	59.1
MoE Router2026.04		59.49	59.1
In-Training Approach2026.04		59.39	50.75
In-Training Approach2026.04		59.04	37.6
In-Training Approach2026.04		58.76	56.13
In-Training Approach2026.04		58.68	50.7
In-Training Approach2026.04		58.23	48
In-Training Approach2026.04		58.06	53.83
In-Training Approach2026.04		58.02	33.8
In-Training Approach2026.04		57.19	48.4
Static / AC-LoRA, I-LoRA2026.04		56.23	5.6
Static / AC-LoRA, I-LoRA2026.04		51.89	13.8
Static / AC-LoRA, I-LoRA2026.04		48.78	0
Static / AC-LoRA, I-LoRA2026.04		45.3	10.35
Static / AC-LoRA, I-LoRA2026.04		37.58	1.2
Static / AC-LoRA, I-LoRA2026.04		35.21	10.6
Static / AC-LoRA, I-LoRA2026.04		25.19	0.25
Static / AC-LoRA, I-LoRA2026.04		12.74	0.77