Time Series Forecasting on TFRBench In-Domain benchmark leaderboard · SOTA2 Research

Time Series Forecasting on TFRBench In-Domain

0.884MAE (Solar Daily)STRIDE

Evaluation Results

Method	Links
STRIDE2026.05		0.884	0.448	2.922	0.828	0.28	0.404	2.081	0.719	2.47	0.676	0.615
Chronos-2.02026.05		1.409	0.685	4.162	1.271	0.294	0.413	2.127	0.75	2.69	0.708	0.765
ARIMA2026.05		1.444	0.699	5.564	1.536	0.569	0.873	2.239	0.789	3.57	0.799	0.939
TimesFM-2.52026.05		1.475	0.735	4.758	1.38	0.328	0.448	2.142	0.753	2.62	3.401	1.343
Gemini-3.1-Pro2026.05		1.603	0.779	3.944	1.184	0.476	0.671	2.341	0.801	4.16	0.833	0.854
Claude-Sonnet-4.52026.05		1.78	0.869	6.316	1.714	0.413	0.595	2.71	0.898	8.34	3.244	1.464
Gemini-2.5-Flash2026.05		2.166	1.037	6.271	1.785	0.46	0.662	2.675	0.904	4.62	1.11	1.1
Claude-Sonnet-42026.05		2.481	1.169	8.774	2.647	0.475	0.703	3.417	1.125	1.11	3.026	1.734
Gemini-2.5-Pro2026.05		2.598	1.217	7.604	2.244	0.432	0.63	2.775	0.938	4.99	1.266	1.259