Aspect-level Sentiment Analysis on COTE BD
93.26F1 ScoreTA-LoRA
Evaluation results
| Method | Links | |
|---|---|---|
| TA-LoRAParadigm=MTL2026.04 | 93.26 | |
| SyCoParadigm=MOA2026.04 | 93.2 | |
| T^2ARD+TA-LoRAParadigm=MOA2026.04 | 92.98 | |
| POEM+TA-LoRAParadigm=MOA2026.04 | 92.62 | |
| T^2ARDParadigm=TTA2026.04 | 92.19 | |
| T^2ARD+MPTParadigm=MOA2026.04 | 91.71 | |
| SPoTParadigm=MTL2026.04 | 91.22 | |
| POEM+MPTParadigm=MOA2026.04 | 91.22 | |
| FOAParadigm=TTA2026.04 | 90.87 | |
| ATTEMPTParadigm=MTL2026.04 | 90.72 | |
| ClusT3+ATTEMPTParadigm=MOA2026.04 | 90.42 | |
| TENT+SPoTParadigm=MOA2026.04 | 90.24 | |
| ClusT3Paradigm=TTA2026.04 | 90.14 | |
| POEMParadigm=TTA2026.04 | 89.67 | |
| TENTParadigm=TTA2026.04 | 89.05 | |
| PTParadigm=Vanilla2026.04 | 86.4 | |
| MPTParadigm=MTL2026.04 | 85.32 | |
| SyCoParadigm=MOA2026.04 | 84.5 | |
| POEMParadigm=TTA2026.04 | 83.3 | |
| T^2ARD+TA-LoRAParadigm=MOA2026.04 | 82.67 | |
| FOAParadigm=TTA2026.04 | 82.32 | |
| T^2ARDParadigm=TTA2026.04 | 81.73 | |
| TENTParadigm=TTA2026.04 | 81.38 | |
| ClusT3+ATTEMPTParadigm=MOA2026.04 | 81.28 | |
| ClusT3Paradigm=TTA2026.04 | 81.13 | |
| T^2ARD+MPTParadigm=MOA2026.04 | 80.89 | |
| POEM+MPTParadigm=MOA2026.04 | 80.34 | |
| TA-LoRAParadigm=MTL2026.04 | 80.09 | |
| POEM+TA-LoRAParadigm=MOA2026.04 | 79.29 | |
| PTParadigm=Vanilla2026.04 | 79.1 | |
| TENT+SPoTParadigm=MOA2026.04 | 77.32 | |
| MPTParadigm=MTL2026.04 | 77.21 | |
| SPoTParadigm=MTL2026.04 | 74.22 | |
| ATTEMPTParadigm=MTL2026.04 | 71.81 |