Ideology prediction on Swiss parliamentary dataset DemocraSci KG (test) benchmark leaderboard · SOTA2 Research

Ideology prediction on Swiss parliamentary dataset DemocraSci KG (test)

0.3MAEPM

Evaluation Results

Method	Links
PM2026.05		0.3	0.2	0.44	97
PBM2026.05		0.33	0.23	0.48	97
PG-RAG2026.05		0.58	0.58	0.76	94
GPT-52026.05		0.61	0.61	0.78	94
PG-RAG2026.05		0.61	0.6	0.78	94
PG-RAG2026.05		0.72	0.77	0.88	94
PG-RAG2026.05		0.73	0.74	0.86	94
GPT-52026.05		0.75	1.06	1.03	94
Qwen3-32B2026.05		0.87	1.45	1.21	90
Qwen3-8B2026.05		0.88	1.57	1.25	90
Qwen3-32B2026.05		1.11	2.03	1.43	86
Qwen3-8B2026.05		1.2	2.32	1.52	86
Apertus-8B2026.05		2.01	4.58	2.14	77
GM2026.05		2.29	7.44	2.73	—
Apertus-8B2026.05		2.47	7.91	2.81	43