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Papers Benchmarks Datasets Tasks

Next-state prediction research benchmarks · SOTA2 Research

Next-state prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

StableToolBench (STB)

49.25EM Accuracy

16

Feb 27, 2026

79.05EM Accuracy

16

Feb 27, 2026

70.6EM Accuracy

16

Feb 27, 2026

98.64EM Accuracy

16

Feb 27, 2026

99.87EM Accuracy

16

Feb 27, 2026

LiDAR synthetic (NSP)

22.4RMSE

10

May 27, 2026

Atari Alien ALE (online)

79Chosen-Action NSP Accuracy

7

Jun 16, 2026

Doppler radar tracking (Free) (test)

102.76RMSE

7

May 27, 2026

Doppler radar tracking Const_a (test)

94.65RMSE

7

May 27, 2026

Doppler radar tracking Const_v (test)

85.4RMSE

7

May 27, 2026

Doppler radar tracking Close (test)

22.7RMSE

7

May 27, 2026

Doppler radar tracking Toy (test)

86.93RMSE

7

May 27, 2026

0.46RMSE

7

May 27, 2026

LiDAR synthetic N=2000 trajectories (test)

22.4RMSE

7

May 27, 2026

Nine benchmark datasets (average)

0.949R2

6

Jun 30, 2026

Popular datasets

Doppler radar tracking LiDAR synthetic AlfWorld MOT Webshop

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