Duration-Based Fine-Grained Prediction on PeMS04 benchmark leaderboard · SOTA2 Research

Duration-Based Fine-Grained Prediction on PeMS04

16.51MAESTRPatt

Evaluation Results

Method	Links
STRPatt2026.06		16.51	24.35	18.86
STRPavg2026.06		18.95	27.88	22.29
STRPatt2026.06		27.96	40.67	44.3
STRPavg2026.06		35.48	51.07	55.14
STID2026.06		35.57	53.86	28.53
TimeMixer2026.06		36.2	53.62	29.06
AGCRN2026.06		37.37	55.95	30.08
STGODE2026.06		39.27	56.92	31.94
STSGCN2026.06		39.93	58.41	32.24
MegaCRN2026.06		40.26	56.66	31.15
STAEf.2026.06		40.89	57.7	31.75
MTGNN2026.06		41.52	58.11	32.32
STGCN2026.06		42.78	61.65	33.84
Trafformer2026.06		43.07	60.8	38.16
ASTGCN2026.06		43.21	61.08	38.41
DCRNN2026.06		46.54	66.11	39.71
GWNet2026.06		47.96	68.85	40.1
STID2026.06		62.16	91.13	77.27
TimeMixer2026.06		63.27	90.74	78.71
AGCRN2026.06		65.31	94.67	81.48
STGODE2026.06		68.64	96.32	86.5
STSGCN2026.06		69.79	98.84	87.32
MegaCRN2026.06		70.37	95.87	84.39
STAEf.2026.06		71.48	97.64	85.99
MTGNN2026.06		72.57	98.34	87.55
Traff.2026.06		73.52	99.04	96.06
STGCN2026.06		74.77	104.33	91.66
ASTGCN2026.06		75.53	103.36	104.03
DCRNN2026.06		81.35	111.87	107.55
GWNet2026.06		83.83	116.51	108.62