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Papers Benchmarks Datasets Tasks

Sorting research benchmarks · SOTA2 Research

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Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0Average Moves

32

Jun 5, 2026

Synthetic Sorting Value range [10, 11]

1Kendall Tau

30

May 26, 2026

Synthetic Sorting Value range [0, 1]

1Kendall Tau

30

May 26, 2026

Reversed Sorted Arrays

3.93Average Moves (µ)

12

Jun 5, 2026

Uniformly randomly shuffled arrays

95.04Average Moves (µ)

8

Jun 5, 2026

Gaussian displacement arrays

94.5Average Moves (µ)

8

Jun 5, 2026

Real-robot manipulation environment

95Success Rate

7

Jul 3, 2026

Adversarial (PGD)

99.6Accuracy

7

Feb 26, 2026

100 random arrays Length 100 (test)

284Average Moves

6

Jun 5, 2026

100 random arrays Length 10 (test)

10.6Average Moves

6

Jun 5, 2026

CUDA-LLM task suite

6.85Time

5

Feb 27, 2026

Real-world Franka Emika manipulator

70Success Rate

4

Apr 30, 2026

95Success Rate (100ms)

3

Apr 7, 2026

Sorting and Stacking 20 lux

70Success Rate

3

Apr 7, 2026

Sorting and Stacking 25 lux

80Success Rate

3

Apr 7, 2026

Sorting and Stacking 30 lux

82.5Success Rate

3

Apr 7, 2026

Sorting and Stacking 35 lux

82.5Success Rate

3

Apr 7, 2026

Sorting and Stacking 40 lux

85Success Rate

3

Apr 7, 2026

Sorting and Stacking 75 lux

100Success Rate

3

Apr 7, 2026

SORTING w/o human

Baseline (No Safety Filter)

93Success Rate

2

Mar 11, 2026

SORTING w/ human

80Success Rate

2

Mar 11, 2026

CUDA-LLM task suite (test)

—

—Time

0

Feb 26, 2026

Popular datasets

Sorting and Stacking Sorting CUDA-LLM task suite Synthetic Sorting Random Arrays

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