Short-text classification on KLUE YNAT 1.0 (test) benchmark leaderboard · SOTA2 Research

Short-text classification on KLUE YNAT 1.0 (test)

84.03AccuracyLIGRAM

Evaluation Results

Method	Links
LIGRAM2026.03		84.03	82.69
HyperGAT2026.03		61.46	61.23
Qwen2.5-1.5B2026.03		60.22	56.22
HGAT2026.03		57.11	56.63
STCKA2026.03		54.4	53.45
TextGCN2026.03		53.43	52.47
GIFT2026.03		53.43	51.11
Gemini-1.5-flash2026.03		51.47	45.44
GPT-3.52026.03		51.46	51.97
SHINE2026.03		51.18	50.74
TLGNN2026.03		49.33	49.97
TextING2026.03		43.64	44.71
CNN-pre2026.03		36.58	37.52
TF-IDF+SVM2026.03		35.2	35.82
LSTM-pre2026.03		28.06	27.81
PTE2026.03		27.77	27.81
LDA+SVM2026.03		27.25	26.57
BERT-avg2026.03		26.96	26.94
Qwen2.5-7B2026.03		26.71	24.54
BERT-CLS2026.03		25.87	24.62
TensorGCN2026.03		24.25	19.41
LSTM-rand2026.03		19.87	14.09
CNN-rand2026.03		16.53	8.96