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Papers Benchmarks Datasets Tasks

Continuous Time Series Generation research benchmarks · SOTA2 Research

Continuous Time Series Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

TLECG 70% missing

88.46MIR

8

Feb 26, 2026

ECGFD 70% missing

80.7MIR

8

Feb 26, 2026

ECG5k 70% missing

77.97MIR

8

Feb 26, 2026

ECG200 70% missing

0.836MIR Score

8

Feb 26, 2026

TLECG 50% missing

97.87MIR

8

Feb 26, 2026

ECGFD 50% missing

0.958MIR Score

8

Feb 26, 2026

ECG5k 50% missing

0.848MIR

8

Feb 26, 2026

ECG200 50% missing

0.816MIR

8

Feb 26, 2026

TLECG 30% missing

0.979MIR

8

Feb 26, 2026

ECGFD 30% missing

0.971MIR

8

Feb 26, 2026

ECG5k 30% missing

0.877MIR

8

Feb 26, 2026

ECG200 30% missing

76.92MIR

8

Feb 26, 2026

MuJoCo 70% missing

Diff-MN (Ours-Ŝ_MoE)

0.029MSE

6

Feb 26, 2026

Energy 70% missing

Diff-MN (Ours-Ŝ_MoE)

0.013MSE

6

Feb 26, 2026

Stocks 70% missing

Diff-MN (Ours-Ŝ_MoE)

0.002MSE

6

Feb 26, 2026

Sines 70% missing

Diff-MN (Ours-Ŝ_MoE)

0.028MSE

6

Feb 26, 2026

MuJoCo 50% missing

Diff-MN (Ours-Ŝ_MoE)

0.029MSE

6

Feb 26, 2026

Energy 50% missing

Diff-MN (Ours-Ŝ_MoE)

0.013MSE

6

Feb 26, 2026

Stocks 50% missing

Diff-MN (Ours-Ŝ_MoE)

0.002MSE

6

Feb 26, 2026

Sines 50% missing

Diff-MN (Ours-Ŝ_MoE)

0.026MSE

6

Feb 26, 2026

MuJoCo 30% missing

Diff-MN (Ours-Ŝ_MoE)

0.029MSE

6

Feb 26, 2026

Energy 30% missing

Diff-MN (Ours-Ŝ_MoE)

0.013MSE

6

Feb 26, 2026

Stocks 30% missing

Diff-MN (Ours-Ŝ_MoE)

0.002MSE

6

Feb 26, 2026

Sines 30% missing

Diff-MN (Ours-Ŝ_MoE)

0.026MSE

6

Feb 26, 2026

Popular datasets

MuJoCo Energy ECG200 sines Stocks

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