Aspect-Based Sentiment Analysis on SemEval Laptop 2014 (test)
87.16AccuracyArctic-ABSA Decoder
Evaluation Results
| Method | Links | |
|---|---|---|
| Arctic-ABSA DecoderNumber of Parameters=8B, Model Architecture=Decoder2026.01 | 87.16 | |
| Flan-T5+RVISA_gNumber of Parameters=11B2026.01 | 86.68 | |
| LSA_E-X-DeBERTaNumber of Parameters=418M2026.01 | 86.46 | |
| Arctic-ABSA Encoder-thinking +synthNumber of Parameters=395M, Model Architecture=Encoder, Thinking Mode=true, Data Augmentation=SemEval14-synth2026.01 | 85.42 | |
| Arctic-ABSA EncoderNumber of Parameters=395M, Model Architecture=Encoder, Data Augmentation=None2026.01 | 83.83 | |
| Arctic-ABSA Encoder-thinkingNumber of Parameters=395M, Model Architecture=Encoder, Thinking Mode=true, Data Augmentation=None2026.01 | 83.83 | |
| Instruct-ABSA-2Number of Parameters=200M2026.01 | 83.6 | |
| Arctic-ABSA Encoder +synthNumber of Parameters=395M, Model Architecture=Encoder, Data Augmentation=SemEval14-synth2026.01 | 83.2 | |
| Flan-T5+RVISA_gNumber of Parameters=250M2026.01 | 81.82 |