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Papers Benchmarks Datasets Tasks

Top-K Selection research benchmarks · SOTA2 Research

Top-K Selection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Array of 262,144 elements Top-1024 selection (test)

Generalized Two-Stage Approximate Top-K

99.9Recall

20

May 14, 2026

Top-k synthetic degree-8 Gaussian linear

1.68Final Cumulative Regret

8

Jun 2, 2026

Top-k selection

2.87Final Cumulative Regret

5

Jun 2, 2026

CUDA-LLM task suite

5.9Time

5

Feb 27, 2026

CUDA-LLM task suite (test)

—

—Execution Time

0

Feb 26, 2026

Popular datasets

CUDA-LLM CUDA-LLM task suite Array Top-k selection Top-k

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