Aspect-Based Sentiment Analysis (ABSA) on ASQP R16
0.6248F1 ScoreSCRAP
Evaluation results
| Method | Links | |
|---|---|---|
| SCRAP2024.06 | 0.6248 | |
| DOTBackbone=T5-base, Average Inference Time (s)=298.172024.06 | 0.6124 | |
| AugABSA2024.06 | 0.6088 | |
| MvPBackbone=T5-base, Average Inference Time (s)=2161.812024.06 | 0.6039 | |
| DLOBackbone=T5-base, Average Inference Time (s)=260.742024.06 | 0.5979 | |
| ParaphraseBackbone=T5-base, Average Inference Time (s)=40.632024.06 | 0.5793 | |
| Mistral-7b2024.06 | 0.5196 | |
| LLaMa-3.1-8b2024.06 | 0.476 | |
| GPT-4o2024.06 | 0.4729 | |
| Extract-Classify2024.06 | 0.4377 | |
| TAS-BERT2024.06 | 0.4371 | |
| Qwen-2.5-7b2024.06 | 0.3934 |