Aspect-Based Sentiment Analysis (ABSA) on ASQP R15
51.91F1 ScoreDOT
Evaluation results
| Method | Links | |
|---|---|---|
| DOTBackbone=T5-base, Average Inference Time (s)=298.172024.06 | 51.91 | |
| MvPBackbone=T5-base, Average Inference Time (s)=2161.812024.06 | 51.04 | |
| AugABSA2024.06 | 50.01 | |
| SCRAP2024.06 | 49.93 | |
| DLOBackbone=T5-base, Average Inference Time (s)=260.742024.06 | 48.18 | |
| ParaphraseBackbone=T5-base, Average Inference Time (s)=40.632024.06 | 46.93 | |
| Mistral-7b2024.06 | 44.14 | |
| GPT-4o2024.06 | 40.45 | |
| LLaMa-3.1-8b2024.06 | 37.52 | |
| Extract-Classify2024.06 | 36.42 | |
| TAS-BERT2024.06 | 34.78 | |
| Qwen-2.5-7b2024.06 | 29.93 |