Cross-domain ABSA
Benchmarks
TaskDatasetSOTA resultTrendResults
Cross-domain ABSA Unseen (Average)
49.04F1 Score
12
Cross-domain ABSA Average Seen
67.59F1 Score
12
Cross-domain ABSA Unseen (Fold 3)
48.12F1 Score
12
Cross-domain ABSA Seen (Fold 3)
71.34F1 Score
12
Cross-domain ABSA Unseen (Fold 2)
50.3F1 Score
12
Cross-domain ABSA Seen (Fold 2)
69.97F1 Score
12
Cross-domain ABSA Unseen (Fold 1)
52.11F1 Score
12
Cross-domain ABSA Seen (Fold 1)
63.64F1 Score
12
Cross-domain ABSA (Full Dataset)
72.4F1 Score
12
Cross-domain ABSA S, R, L, D domains (Transfer Pairs)
63.2Micro-F1 (S -> R)
10