Spatio-Temporal Time Series Forecasting on GBA LargeST (test) benchmark leaderboard · SOTA2 Research

Spatio-Temporal Time Series Forecasting on GBA LargeST (test)

16.05MAE (Horizon 3)NEST

Evaluation Results

Method	Links
NEST2026.05		16.05	27.53	10.66	18.9	31.77	12.86	22.63	37.71	16.13	18.73	31.85	12.9
PATCHSTG2026.05		16.81	28.71	12.25	19.68	33.09	14.51	23.49	39.23	18.93	19.5	33.16	14.64
STID2026.05		17.36	29.39	13.28	20.45	34.51	16.03	24.38	41.33	19.9	20.22	34.61	15.91
D2STGNN2026.05		17.54	28.94	12.12	20.92	33.92	14.89	25.48	40.99	19.83	20.71	33.65	15.04
GWNET2026.05		17.85	29.12	13.92	21.11	33.69	17.79	25.58	40.19	23.48	20.91	33.41	17.66
STWAVE2026.05		17.95	29.42	13.01	20.99	34.01	15.62	24.96	40.31	20.08	20.81	33.77	15.76
DGCRN2026.05		18.02	29.49	14.13	21.08	34.03	16.94	25.25	40.63	21.15	20.91	33.83	16.88
AGCRN2026.05		18.31	30.24	14.27	21.27	34.72	16.89	24.85	40.18	20.8	21.01	34.25	16.9
BIGST2026.05		18.7	30.27	15.55	22.21	35.33	18.54	26.98	42.73	23.68	21.95	35.54	18.5
STGODE2026.05		18.84	30.51	15.43	22.04	35.61	18.42	26.22	42.9	22.83	21.79	35.37	18.26
DSTAGNN2026.05		19.73	31.39	15.42	24.21	37.7	20.99	30.12	46.4	28.16	23.82	37.29	20.16
RPMIXER2026.05		20.31	33.34	15.64	26.95	44.02	22.75	39.66	66.44	37.35	27.77	47.72	23.87