| Benchmark | Model | Rank | Results |
|---|---|---|---|
| aspect-based-sentiment-analysis-absa-on-asqp | Gemma-3-27B (50-shot, self-consistency learning) | #7 | F1 (R15): 41.74F1 (R16): 51.54 |
| aspect-based-sentiment-analysis-absa-on-asqp | Gemma-3-27B (10-shot, self-consistency learning) | #8 | F1 (R15): 39.95F1 (R16): 46.23 |
| aspect-based-sentiment-analysis-absa-on-tasd | Gemma-3-27B (50-shot, self-consistency learning) | #5 | F1 (R15): 62.12F1 (R16): 68.53 |
| aspect-based-sentiment-analysis-absa-on-tasd | Gemma-3-27B (10-shot, self-consistency learning) | #8 | F1 (R15): 54.37F1 (R16): 66.75 |