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Extrapolation research benchmarks · SOTA2 Research

Extrapolation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

CASHformer w/ ViTlarge

1,718Median Error (x10^3)

11

Feb 26, 2026

9.8MAE

7

Mar 31, 2026

8.6MAE

7

Mar 31, 2026

CHARIS ECG (test)

0.45NMSE

7

Feb 26, 2026

TSR-Suite Task 3

145.53MAE

6

Feb 26, 2026

Chess (8, 8) (test)

84.3Accuracy

4

Feb 26, 2026

Thin-Maze (11, 61) (test)

99.97Accuracy

4

Feb 26, 2026

Maze (24, 124) (test)

100Accuracy

4

Feb 26, 2026

Prefix-Sum (32, 512) (test)

100Accuracy

4

Feb 26, 2026

2-dimensional spirals

0.64RMSE

3

Feb 26, 2026

DoorKey 256x256 (test)

100Accuracy

2

Feb 26, 2026

Pong 256x256 (test)

100Accuracy (256x256)

2

Feb 26, 2026

GoTo 256x256 (test)

100Accuracy

2

Feb 26, 2026

1S-Maze 256x256 (test)

100Accuracy

2

Feb 26, 2026

100Accuracy

2

Feb 26, 2026

1Accuracy

2

Feb 26, 2026

1Accuracy

2

Feb 26, 2026

100Accuracy

2

Feb 26, 2026

Popular datasets

ADNI Pong 1S-Maze GoTo Doorkey

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