Spatiotemporal Inference on Synthetic 2D Grid Matérn-3/2 kernel benchmark leaderboard · SOTA2 Research

Spatiotemporal Inference on Synthetic 2D Grid Matérn-3/2 kernel

483.24ESS/secADVI

Evaluation Results

Method	Links
ADVI2025.03		483.24	1.463	19.4	21
ADVI2025.03		326.11	0.667	26.94	8
ADVI2025.03		199.35	1.183	15.19	12
PriorCVAE2025.03		37.98	106.077	24.07	100
ADVI2025.03		33.06	1.479	26.44	75
PriorCVAE2025.03		21.45	5.704	14.09	304
Inducing Pts2025.03		20.68	0.38	0.66	433
DeepRV-gMLP2025.03		18.95	0.002	0.31	188
PriorCVAE2025.03		18.19	3.383	13.66	213
DeepRV-MLP2025.03		17.31	1.216	2.92	138
RFF2025.03		15.66	1.655	16.74	304
DeepRV-gMLP2025.03		14.05	0.006	0.2	381
GP2025.03		12.66	—	—	364
Inducing Pts2025.03		12.25	0.397	0.75	391
DeepRV-MLP2025.03		10.24	0.853	3.93	350
DeepRV-gMLP2025.03		10.12	0.014	0.23	583
DeepRV-MLP2025.03		9.91	1.213	4.04	230
ADVI2025.03		8.79	5.755	24.25	285
Inducing Pts2025.03		8.27	0.804	0.49	456
GP2025.03		5.54	—	—	1,294
PriorCVAE2025.03		4.94	1.445	13.37	946
DeepRV-gMLP2025.03		4.79	0.002	0.19	984
Inducing Pts2025.03		2.98	0.152	0.32	892
GP2025.03		2.4	—	—	2,686
Inducing Pts2025.03		2.38	0.334	0.19	1,792
RFF2025.03		2.13	0.958	14.47	1,606
RFF2025.03		2.04	0.223	14.22	219
DeepRV-MLP2025.03		1.94	0.165	1.79	1,176
PriorCVAE2025.03		1.29	1.395	18.92	2,920
DeepRV-gMLP2025.03		1.24	0.024	0.22	5,923
DeepRV-MLP2025.03		0.65	1	1.29	3,950
RFF2025.03		0.44	12.939	28.95	497
GP2025.03		0.33	—	—	14,197
RFF2025.03		0.13	0.74	6.97	7,273
GP2025.03		0.05	—	—	139,912