AIR

Benchmarks

Task Name	Dataset Name	SOTA Result
Prediction Interval Estimation	Air 25 PM	Delta Cov-0.253	39
Prediction Interval Estimation	Air 10 PM	Delta Cov-0.252	39
Image Classification	Air	Accuracy53.11	22
Forecasting	AIR	MSE0.1491	22
Watermark Robustness	AIR	Survivability100	16
Fine-grained Classification	AIR	Accuracy95.4	14
Time-series generation	Air (test)	Predictive Score0.6428	12
Time-series Generation	Air	Predictive Score (MAE)0.034	12
Classification	AIR 10-way 0-shot	Accuracy79.6	8
Audio Watermarking	AIR	Detectability Accuracy100	7
Conditional Density Estimation	Air 3D (test)	Negative Log-Likelihood0.93	6
Unconditional Time Series Generation	Air	C-FID0.339	6
Image Classification	Air	SCE0.52	4
Time-series Imputation	Air	MSE (10% Missing)0.098	2

Showing 14 of 14 rows