Continuous Time Series Generation

Benchmarks

Dataset Name	SOTA Method	Metric
TLECG 70% missing		MIR88.46	8	4d ago
ECGFD 70% missing	GT-GAN	MIR80.7	8	4d ago
ECG5k 70% missing		MIR77.97	8	4d ago
ECG200 70% missing	Diffusion-NCDE	MIR Score0.8364	8	4d ago
TLECG 50% missing	GT-GAN	MIR97.87	8	4d ago
ECGFD 50% missing	GT-GAN	MIR Score0.9583	8	4d ago
ECG5k 50% missing		MIR0.8482	8	4d ago
ECG200 50% missing		MIR0.8163	8	4d ago
TLECG 30% missing	GT-GAN	MIR0.9794	8	4d ago
ECGFD 30% missing	GT-GAN	MIR0.9709	8	4d ago
ECG5k 30% missing	GT-GAN	MIR0.8772	8	4d ago
ECG200 30% missing		MIR76.92	8	4d ago
MuJoCo 70% missing	Diff-MN (Ours-Ŝ_MoE)	MSE0.029	6	4d ago
Energy 70% missing	Diff-MN (Ours-Ŝ_MoE)	MSE0.013	6	4d ago
Stocks 70% missing	Diff-MN (Ours-Ŝ_MoE)	MSE0.002	6	4d ago
Sines 70% missing	Diff-MN (Ours-Ŝ_MoE)	MSE0.028	6	4d ago
MuJoCo 50% missing	Diff-MN (Ours-Ŝ_MoE)	MSE0.029	6	4d ago
Energy 50% missing	Diff-MN (Ours-Ŝ_MoE)	MSE0.013	6	4d ago
Stocks 50% missing	Diff-MN (Ours-Ŝ_MoE)	MSE0.002	6	4d ago
Sines 50% missing	Diff-MN (Ours-Ŝ_MoE)	MSE0.026	6	4d ago
MuJoCo 30% missing	Diff-MN (Ours-Ŝ_MoE)	MSE0.029	6	4d ago
Energy 30% missing	Diff-MN (Ours-Ŝ_MoE)	MSE0.013	6	4d ago
Stocks 30% missing	Diff-MN (Ours-Ŝ_MoE)	MSE0.002	6	4d ago
Sines 30% missing	Diff-MN (Ours-Ŝ_MoE)	MSE0.026	6	4d ago

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