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Benchmarks
Target-Aspect-Sentiment Detection on FlightABSA
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64.6
F1 Score
Gemma-3-27B ICL
51.236
54.7055
58.175
61.6445
Mar 2, 2026
F1 Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
F1 Score
Gemma-3-27B ICL
Scenario=50 annotated...
2026.03
64.6
LA-ABSA w/ DLO
Scenario=50 annotated...
2026.03
62.57
LA-ABSA w/ Paraphrase
Scenario=50 annotated...
2026.03
62.47
LA-ABSA w/ DLO
Scenario=10 annotated...
2026.03
61.4
Gemma-3-27B ICL
Scenario=10 annotated...
2026.03
60.36
LA-ABSA w/ Paraphrase
Scenario=10 annotated...
2026.03
59.87
LA-ABSA w/ Paraphrase
Scenario=0 annotated e...
2026.03
52.1
Gemma-3-27B (0-shot)
Scenario=0 annotated e...
2026.03
51.81
LA-ABSA w/ DLO
Scenario=0 annotated e...
2026.03
51.75
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