Sentiment Flipping Analysis on PanoSent (val)
86.25Exact Match F1Gemini-2.5-pro+GPT-4.1
Evaluation results
| Method | Links | |
|---|---|---|
| Gemini-2.5-pro+GPT-4.1Backbone=Gemini-2.5-pro + GPT-4.1, Training Strategy=Ensemble2025.12 | 86.25 | |
| Gemini-2.5-proBackbone=Gemini-2.5-pro2025.12 | 84.28 | |
| GPT-4.1Backbone=GPT-4.12025.12 | 84.11 | |
| SFT-Qwen3-8BBackbone=Qwen3-8B, Training Strategy=SFT2025.12 | 65.89 | |
| Sentica (+CoS+PpV)Backbone=Sentica, Prompting Strategy=CoS+PpV2025.12 | 62.52 | |
| Sentica (+CoS)Backbone=Sentica, Prompting Strategy=CoS2025.12 | 59.4 | |
| Sentica (+CoT)Backbone=Sentica, Prompting Strategy=CoT2025.12 | 55.28 |