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Polarization Detection on SemEval Task 9 2026 (test)

88.92Macro-F1

language-adaptive modeling framework

Updated 27d ago

Evaluation Results

Method	Links
language-adaptive modeling framework 2026.04		88.92	90.53	-0.0161	7
language-adaptive modeling framework 2026.04		88.74	89.13	-0.0039	2
language-adaptive modeling framework 2026.04		84.46	86.25	-0.0179	7
language-adaptive modeling framework 2026.04		83.08	83.48	-0.004	3
language-adaptive modeling framework 2026.04		82.94	84.88	-0.0194	12
language-adaptive modeling framework 2026.04		81.68	83.36	-0.0168	6
Best of Sub 1 + Sub 4 2026.05		81.2	-	-	-
Ensemble + threshold 2026.05		81.1	-	-	-
language-adaptive modeling framework 2026.04		80.61	84.31	-0.037	13
language-adaptive modeling framework 2026.04		80.32	82.36	-0.0204	17
Best Gemma-12B per lang 2026.05		79.7	-	-	-
language-adaptive modeling framework 2026.04		79.58	82.52	-0.0294	18
language-adaptive modeling framework 2026.04		79.03	82.55	-0.0352	14
language-adaptive modeling framework 2026.04		78.23	81.13	-0.029	15
language-adaptive modeling framework 2026.04		77.44	80.02	-0.0258	10
language-adaptive modeling framework 2026.04		76.32	80.3	-0.0398	22
Hybrid (XLM-R, Qwen3) 2026.05		66.5	-	-	-