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Papers Benchmarks Datasets Tasks

Autoregressive rollout research benchmarks · SOTA2 Research

Autoregressive rollout

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0.058CRPS (1:16)

11

May 19, 2026

Rayleigh–Bénard

0.003CRPS (Rollout 01:32)

11

May 19, 2026

Turbulent Radiative Layer 2D

0.415CRPS (Rollout 01:32)

11

May 19, 2026

CRP2D four-quadrant Riemann (test)

Memory-Conditioned Flow-Matching

1.23Final Time Relative L2 Error

8

Feb 26, 2026

DROID External Camera (val)

86SSIM

5

Mar 27, 2026

CE-Gauss unstructured mesh

2.931Relative L2 Error (t=1)

2

May 26, 2026

DROID Wrist Camera (val)

67SSIM

2

Mar 27, 2026

—

—Primary metric

0

Feb 26, 2026

Popular datasets

DROID KS CRP2D CE-Gauss Active Matter

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