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Within-lab corpus dataset and benchmarks · SOTA2 Research

Research Datasets

Within-lab corpus

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Discrete black-box

Within-lab corpus Direction C - ICL

97R

1

Smooth bilevel F(M)

Within-lab corpus mask identity

1R

1

Smooth LoRA rescue

Within-lab corpus §5.1 κ-sparsity

1R Score

1

Smooth MoE routing

Within-lab corpus Case 1: MoE-Lifecycle

1R Score

1

Popular tasks

Smooth MoE routing Smooth LoRA rescue Smooth bilevel F(M)Discrete black-box

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