Aspect Sentiment Triplet Extraction on lap14
69.37F1 ScoreABSA-R1
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ABSA-R12026.04 | 69.37 | — | — | |
| Qwen2.5-7B2026.04 | 68.06 | — | — | |
| LLaMA3-8B2026.04 | 65.68 | — | — | |
| TAGS2026.04 | 64.53 | — | — | |
| PGSO2026.04 | 64.14 | — | — | |
| Mistral-7B-v0.22026.04 | 63.83 | — | — | |
| MvP2026.04 | 63.33 | — | — | |
| SBN2026.04 | 62.65 | — | — | |
| LEGO-ABSA2026.04 | 62.2 | — | — | |
| ChatGLM3-6B2026.04 | 62.05 | — | — | |
| EHG2026.04 | 61.53 | — | — | |
| ParaPhrase-T52026.04 | 61.13 | — | — | |
| T5-Instruct2026.04 | 60.86 | — | — | |
| Span-ASTE2026.04 | 59.38 | — | — | |
| ABSA-R1Ablation=w/o SAR2026.04 | 58.8 | — | — | |
| BARTABSA2026.04 | 57.59 | — | — | |
| ABSA-R1Ablation=w/o PRS2026.04 | 57.17 | — | — | |
| Adjudication (Adj)Model Size=Med2026.01 | 46.81 | 45.14 | 47.5 | |
| Adjudication (Adj)Model Size=Mini2026.01 | 45.69 | 45.95 | 45.43 | |
| Annotator A1Model Size=Med2026.01 | 45.64 | 43.93 | 47.5 | |
| Annotator A1Model Size=Small2026.01 | 44.93 | 44.05 | 45.85 | |
| Annotator A2Model Size=Med2026.01 | 43.49 | 42.31 | 44.73 | |
| Annotator A1Model Size=Mini2026.01 | 43.15 | 42.34 | 43.39 | |
| Annotator A2Model Size=Small2026.01 | 41.08 | 40.07 | 42.14 | |
| Annotator A3Model Size=Med2026.01 | 41.08 | 40.07 | 42.14 | |
| Adjudication (Adj)Model Size=Small2026.01 | 40.24 | 38.89 | 41.77 | |
| Annotator A2Model Size=Mini2026.01 | 35.95 | 34.05 | 38.08 | |
| Annotator A3Model Size=Small2026.01 | 32.95 | 31.79 | 34.2 | |
| Annotator A3Model Size=Mini2026.01 | 23.59 | 21.63 | 25.92 |