Aspect-level Triple Sentiment Analysis on Rest 16
94.87AccuracyDABS
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DABSSeeds=3, Evaluation protocol=Fine-tuning2026.05 | 94.87 | 84.38 | |
| ITGCNEvaluation protocol=Fine-tuning2026.05 | 93.51 | 79.75 | |
| Flan-T5-base+Syn-ChainEvaluation protocol=Fine-tuning2026.05 | 93.5 | 79.25 | |
| DSSK-GAN-BERTEvaluation protocol=Fine-tuning2026.05 | 93.44 | 80.03 | |
| DC-GCNEvaluation protocol=Fine-tuning2026.05 | 92.42 | 79.45 | |
| KGAN-BERTEvaluation protocol=Fine-tuning2026.05 | 92.34 | 81.31 | |
| ASHGATEvaluation protocol=Fine-tuning2026.05 | 88.96 | 74.02 | |
| CABiLSTM-BERTEvaluation protocol=Fine-tuning2026.05 | 86.61 | 73.54 | |
| Qwen3-8BNumber of shots=5-shot2026.05 | 86.6 | 73.85 | |
| GPT-3.5 TurboNumber of shots=5-shot2026.05 | 81.3 | 72.91 | |
| Llama-3-8B-InstNumber of shots=5-shot2026.05 | 79 | 68.41 |