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Papers Benchmarks Datasets Tasks

One-step prediction research benchmarks · SOTA2 Research

One-step prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

VI (TheWell) 1.0 (test)

0.03VRMSE

12

May 26, 2026

AM (TheWell) 1.0 (test)

0.006VRMSE

12

May 26, 2026

TheWell TRL2D 1.0 (test)

0.083VRMSE

12

May 26, 2026

TheWell SF 1.0 (test)

0.001VRMSE

12

May 26, 2026

TheWell RB 1.0 (test)

0.006VRMSE

12

May 26, 2026

HS (TheWell) 1.0 (test)

0VRMSE

12

May 26, 2026

ASM* (TheWell) 1.0 (test)

0.002VRMSE

12

May 26, 2026

TheWell GS 1.0 (test)

0VRMSE

11

May 26, 2026

DDR (Differential-Drive Robot) under unmodeled dynamics

1.1Mean Error

9

Jun 16, 2026

Quad-Link Pendulum With noise (test)

0.259MSE

8

Jun 15, 2026

Quad-Link Pendulum Without noise (test)

0.201MSE

8

Jun 15, 2026

Cancer, HIV, MIMIC-III, and Warfarin Domain-balanced (test)

0.222Normalized RMSE

7

Jun 5, 2026

TheWell One-step

1.44Average Rank

6

May 26, 2026

SD area temperature (test)

0.515MSE

5

Feb 26, 2026

LA area temperature (test)

0.444MSE

5

Feb 26, 2026

Popular datasets

TheWell Quad-link Pendulum LA area temperature SD area temperature ASM

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