Cross-domain ABSA
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Aspect-Based Sentiment Analysis | Cross-domain ABSA Unseen (Average) | F1 Score49.04 | 12 | |
| Aspect-Based Sentiment Analysis | Cross-domain ABSA Average Seen | F1 Score67.59 | 12 | |
| Aspect-Based Sentiment Analysis | Cross-domain ABSA Unseen (Fold 3) | F1 Score48.12 | 12 | |
| Aspect-Based Sentiment Analysis | Cross-domain ABSA Seen (Fold 3) | F1 Score71.34 | 12 | |
| Aspect-Based Sentiment Analysis | Cross-domain ABSA Unseen (Fold 2) | F1 Score50.3 | 12 | |
| Aspect-Based Sentiment Analysis | Cross-domain ABSA Seen (Fold 2) | F1 Score69.97 | 12 | |
| Aspect-Based Sentiment Analysis | Cross-domain ABSA Unseen (Fold 1) | F1 Score52.11 | 12 | |
| Aspect-Based Sentiment Analysis | Cross-domain ABSA Seen (Fold 1) | F1 Score63.64 | 12 | |
| Aspect-Based Sentiment Analysis | Cross-domain ABSA (Full Dataset) | F1 Score72.4 | 12 | |
| Aspect Term Extraction | Cross-domain ABSA S, R, L, D domains (Transfer Pairs) | Micro-F1 (S -> R)63.2 | 10 |
Showing 10 of 10 rows