Short-text classification on Snippets (test)
80.49AccuracyLIGRAM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LIGRAMGroup=(D)2026.03 | 80.49 | 79.86 | |
| GIFTGroup=(D)2026.03 | 72.11 | 69.69 | |
| TLGNNGroup=(C)2026.03 | 69.37 | 60.79 | |
| SHINEGroup=(D)2026.03 | 66.81 | 64.51 | |
| TextINGGroup=(C)2026.03 | 65.2 | 65.21 | |
| HyperGATGroup=(C)2026.03 | 64.75 | 64.78 | |
| CNN-preGroup=(C)2026.03 | 63.73 | 63.55 | |
| TextGCNGroup=(C)2026.03 | 62.54 | 61.77 | |
| GPT-3.5Group=(E)2026.03 | 60.04 | 59.83 | |
| TF-IDF+SVMGroup=(A)2026.03 | 59.33 | 58.53 | |
| Gemini-1.5-flashGroup=(E)2026.03 | 58.94 | 58 | |
| STCKAGroup=(D)2026.03 | 53.54 | 53.63 | |
| HGATGroup=(D)2026.03 | 52.11 | 51.37 | |
| LSTM-preGroup=(C)2026.03 | 48.41 | 50.59 | |
| PTEGroup=(A)2026.03 | 44.26 | 42.51 | |
| TensorGCNGroup=(C)2026.03 | 37.26 | 36.82 | |
| CNN-randGroup=(C)2026.03 | 29.41 | 28.62 | |
| LDA+SVMGroup=(A)2026.03 | 27.95 | 27.12 | |
| Qwen2.5-7BGroup=(E)2026.03 | 24.68 | 20.15 | |
| Qwen2.5-1.5BGroup=(E)2026.03 | 23.21 | 18.96 | |
| BERT-CLSGroup=(B)2026.03 | 19.84 | 18.01 | |
| BERT-avgGroup=(B)2026.03 | 19.82 | 18.35 | |
| LSTM-randGroup=(C)2026.03 | 12.84 | 8.55 |