Short-text classification on Shopping (test) benchmark leaderboard · SOTA2 Research

Short-text classification on Shopping (test)

90.67AccuracyGPT-3.5

Evaluation Results

Method	Links
GPT-3.52026.03		90.67	90.67
Gemini-1.5-flash2026.03		87.82	87.78
Qwen2.5-7B2026.03		81.59	81.27
LIGRAM2026.03		81.28	81.15
GIFT2026.03		79.76	79.75
TextGCN2026.03		73.12	72.58
HyperGAT2026.03		72.17	71.84
CNN-pre2026.03		67.75	67.74
CNN-rand2026.03		67.4	67.9
TextING2026.03		66.22	66.05
TF-IDF+SVM2026.03		65.99	65.52
HGAT2026.03		65.56	65.46
LSTM-pre2026.03		64.46	64.43
SHINE2026.03		64.41	64.4
STCKA2026.03		64.16	63.91
LSTM-rand2026.03		63.33	59.39
TLGNN2026.03		62.62	61.58
PTE2026.03		60.03	59.75
LDA+SVM2026.03		58.48	56.98
BERT-avg2026.03		56.94	52.24
BERT-CLS2026.03		54.64	48.1
TensorGCN2026.03		54.49	45.34
Qwen2.5-1.5B2026.03		33.94	32.8