Aspect-level Triple Sentiment Analysis on Rest15
89.18AccuracyDABS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DABSSeeds=3, Evaluation protocol=Fine-tuning2026.05 | 89.18 | 74.06 | |
| Flan-T5-base+Syn-ChainEvaluation protocol=Fine-tuning2026.05 | 87.82 | 76.86 | |
| ITGCNEvaluation protocol=Fine-tuning2026.05 | 87.64 | 75.53 | |
| DSSK-GAN-BERTEvaluation protocol=Fine-tuning2026.05 | 87.32 | 74.53 | |
| KGAN-BERTEvaluation protocol=Fine-tuning2026.05 | 86.21 | 74.2 | |
| DC-GCNEvaluation protocol=Fine-tuning2026.05 | 84.9 | 72.11 | |
| Llama-3-8B-InstNumber of shots=5-shot2026.05 | 84.07 | 75.3 | |
| CABiLSTM-BERTEvaluation protocol=Fine-tuning2026.05 | 82.84 | 66.1 | |
| Qwen3-8BNumber of shots=5-shot2026.05 | 81.38 | 70.63 | |
| ASHGATEvaluation protocol=Fine-tuning2026.05 | 81.06 | 68.72 | |
| GPT-3.5 TurboNumber of shots=5-shot2026.05 | 77.63 | 67.28 |