Our new X account is live! Follow @wizwand_team for updates
Search any
task
Feedback
Search any
task
SOTA Aspect-based Sentiment Analysis benchmarks and papers with code | Wizwand
Our new X account is live! Follow @wizwand_team for updates
Home
/
Tasks
Aspect-based Sentiment Analysis
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
SemEval Task 4 Subtask 2 Restaurant domain 2014 (test)
Arctic-ABSA Decoder
Accuracy
91.76
30
3d ago
Laptop dataset
SDGCN-BERT
Accuracy
81.35
22
3d ago
Laptop14 original (test)
MT-ISA
Accuracy
85.74
20
3d ago
Restaurant14 original (test)
MT-ISA
Accuracy
92.68
20
3d ago
SemEval Laptop 2014
THOR
F1 Score
85.16
19
3d ago
SemEval Restaurant 2014 (All)
THOR
F1 Score
87.45
19
3d ago
Twitter (test)
LSAT-X-DeBERTa
Acc
77.17
17
3d ago
ARTS Restaurant
NADS
ARS
64.55
16
3d ago
ARTS Laptop
DINER
ARS
59.4
16
3d ago
REST 2015 (test)
DCRAN
ABSA-F1
0.7367
15
3d ago
REST 2014 (test)
DCRAN
ABSA F1 Score
80.32
15
3d ago
LAP 2014 (test)
DCRAN
ABSA-F1
71.47
15
3d ago
Restaurant Implicit Sentiment Analysis (test)
Flan-T5 + RVISAg
Accuracy
82.02
14
3d ago
Restaurant Full (test)
Flan-T5 + RVISAg
Accuracy
91.52
14
3d ago
Restaurant dataset
SDGCN-BERT
Accuracy
83.57
14
3d ago
Cross-domain ABSA Unseen (Average)
T5 + COGLM
F1 Score
49.04
12
3d ago
Cross-domain ABSA Average Seen
T5 + COGLM
F1 Score
67.59
12
3d ago
Cross-domain ABSA Unseen (Fold 3)
GRACE
F1 Score
48.12
12
3d ago
Cross-domain ABSA Seen (Fold 3)
CONTRASTE
F1 Score
71.34
12
3d ago
Cross-domain ABSA Unseen (Fold 2)
CONTRASTE
F1 Score
50.3
12
3d ago
Cross-domain ABSA Seen (Fold 2)
T5 + COGLM
F1 Score
69.97
12
3d ago
Cross-domain ABSA Unseen (Fold 1)
T5 + COGLM
F1 Score
52.11
12
3d ago
Cross-domain ABSA Seen (Fold 1)
T5 + COGLM
F1 Score
63.64
12
3d ago
Cross-domain ABSA (Full Dataset)
T5 + COGLM
F1 Score
72.4
12
3d ago
SENTFIN
Arctic-ABSA Decoder
Accuracy
91.53
11
3d ago
Showing 25 of 40 rows
25 / page
50 / page
100 / page
1
2
Search any
task
Search any
task
Terms of Service
FAQs
