SOTA Interpolation benchmarks and papers with code

Benchmarks

Dataset Name	SOTA Method	Metric
PhysioNet 6 min quantization 2012 (test)	mTAND-Full	MSE0.49	30	3mo ago
PhysioNet Mortality 2012 (test)	DualDynamics	Mean Squared Error (MSE)3.114	25	2mo ago
PhysioNet 1 min quantization 2012 (test)	mTAND-Full	MSE0.47	24	3mo ago
PhysioNet (test)	mTAND-Full	MSE4.018	20	3mo ago
Lotka-Volterra Simulated	ConvGNP	Normalized Log-Likelihood-3.46	12	3mo ago
HADISD Interp (test)	TNP-A	Log-Likelihood0.031	11	3mo ago
ADNI	CASHformer w/ ViTlarge	Median Error0.0015	11	3mo ago
WSJ0 Audio Spectrogram	SVAE-SLDS	Interpolation FID (0.0-0.8)7.5	10	3mo ago
Human Motion Capture h3.6m	SVAE-SLDS	FID (0.0-0.8)7.9	10	3mo ago
Healthcare (10% missing)	CSDI	MAE0.217	10	3mo ago
ADNI	Seq-VXM	MAE4.5	8	2mo ago
nuScenes	DriveFix	PSNR30.67	8	2mo ago
Healthcare 90% missing	CSDI	MAE0.481	8	3mo ago
Healthcare 50% missing	CSDI	MAE0.301	8	3mo ago
EEG	ConvNP	NLL0.44	7	1mo ago
Geospatial Tasks Aggregate 27 tasks	PDFM	R^20.83	7	1mo ago
Health (mean)	PDFM	R^20.73	7	1mo ago
Elevation	SatCLIP	R^20.96	7	1mo ago
TreeCover	PDFM	R^20.79	7	1mo ago
PopulationDensity	PDFM	R^20.9	7	1mo ago
NightLights	PDFM	R^20.93	7	1mo ago
HomeValue	PDFM	R^20.84	7	1mo ago
Income	PDFM	R^20.68	7	1mo ago
OASIS	NODER	MAE6.9	7	2mo ago
2-dimensional spirals	RoMAE-tiny	RMSE0.0183	7	21d ago

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