Short-text classification on Shopping (test)
90.67AccuracyGPT-3.5
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GPT-3.5Group=(E)2026.03 | 90.67 | 90.67 | |
| Gemini-1.5-flashGroup=(E)2026.03 | 87.82 | 87.78 | |
| Qwen2.5-7BGroup=(E)2026.03 | 81.59 | 81.27 | |
| LIGRAMGroup=(D)2026.03 | 81.28 | 81.15 | |
| GIFTGroup=(D)2026.03 | 79.76 | 79.75 | |
| TextGCNGroup=(C)2026.03 | 73.12 | 72.58 | |
| HyperGATGroup=(C)2026.03 | 72.17 | 71.84 | |
| CNN-preGroup=(C)2026.03 | 67.75 | 67.74 | |
| CNN-randGroup=(C)2026.03 | 67.4 | 67.9 | |
| TextINGGroup=(C)2026.03 | 66.22 | 66.05 | |
| TF-IDF+SVMGroup=(A)2026.03 | 65.99 | 65.52 | |
| HGATGroup=(D)2026.03 | 65.56 | 65.46 | |
| LSTM-preGroup=(C)2026.03 | 64.46 | 64.43 | |
| SHINEGroup=(D)2026.03 | 64.41 | 64.4 | |
| STCKAGroup=(D)2026.03 | 64.16 | 63.91 | |
| LSTM-randGroup=(C)2026.03 | 63.33 | 59.39 | |
| TLGNNGroup=(C)2026.03 | 62.62 | 61.58 | |
| PTEGroup=(A)2026.03 | 60.03 | 59.75 | |
| LDA+SVMGroup=(A)2026.03 | 58.48 | 56.98 | |
| BERT-avgGroup=(B)2026.03 | 56.94 | 52.24 | |
| BERT-CLSGroup=(B)2026.03 | 54.64 | 48.1 | |
| TensorGCNGroup=(C)2026.03 | 54.49 | 45.34 | |
| Qwen2.5-1.5BGroup=(E)2026.03 | 33.94 | 32.8 |