Sentiment Analysis on SemEval
69.5ScoreGloVe+DeepMoji
Evaluation Results
| Method | Links | |
|---|---|---|
| GloVe+DeepMojiWord-level representation=GloVe+DeepMoji, Architecture=Logistic Regression2018.09 | 69.5 | |
| bi-LSTM (Barnes et al., 2017)Architecture=bi-LSTM2018.09 | 68.5 | |
| GloVe+Emo2VecWord-level representation=GloVe+Emo2Vec, Architecture=Logistic Regression2018.09 | 68 | |
| GloVeWord-level representation=GloVe, Architecture=Logistic Regression2018.09 | 67.1 | |
| InfICLBackbone=Qwen3-8B2026.04 | 64.04 | |
| DrICLBackbone=Qwen3-8B2026.04 | 63.82 | |
| KNNBackbone=Qwen3-8B2026.04 | 63.78 | |
| DICLBackbone=Qwen3-8B2026.04 | 63.46 | |
| RandomBackbone=Qwen3-8B2026.04 | 63.42 | |
| DOPA*Backbone=Qwen3-8B2026.04 | 63.32 | |
| InfICLBackbone=Qwen3-1.7B2026.04 | 61.12 | |
| RandomBackbone=Qwen3-1.7B2026.04 | 60.9 | |
| DrICLBackbone=Qwen3-1.7B2026.04 | 60.16 | |
| RewriteBackbone=Qwen3-8B2026.04 | 60.08 | |
| DOPA*Backbone=Qwen3-1.7B2026.04 | 59.64 | |
| KNNBackbone=Qwen3-1.7B2026.04 | 58.32 | |
| DICLBackbone=Qwen3-1.7B2026.04 | 57 | |
| RewriteBackbone=Qwen3-1.7B2026.04 | 54.72 | |
| DOPA*Backbone=LLaMA3.2-3B2026.04 | 53.28 | |
| InfICLBackbone=LLaMA3.1-8B2026.04 | 52.92 | |
| RandomBackbone=LLaMA3.1-8B2026.04 | 52.02 | |
| DOPA*Backbone=LLaMA3.1-8B2026.04 | 51.84 | |
| DICLBackbone=LLaMA3.1-8B2026.04 | 51.44 | |
| DrICLBackbone=LLaMA3.1-8B2026.04 | 51.22 | |
| DICLBackbone=GPT2-xl2026.04 | 49.86 | |
| KNNBackbone=LLaMA3.1-8B2026.04 | 49.32 | |
| RandomBackbone=GPT2-xl2026.04 | 49.28 | |
| InfICLBackbone=GPT2-xl2026.04 | 49.26 | |
| RewriteBackbone=LLaMA3.1-8B2026.04 | 48.74 | |
| DICLBackbone=Gemma2-2B2026.04 | 48.66 | |
| DOPA*Backbone=GPT2-xl2026.04 | 48.44 | |
| RandomBackbone=LLaMA3.2-3B2026.04 | 47.86 | |
| DOPA*Backbone=Gemma2-2B2026.04 | 47.7 | |
| DrICLBackbone=GPT2-xl2026.04 | 47.66 | |
| DICLBackbone=LLaMA3.2-3B2026.04 | 47.5 | |
| KNNBackbone=Gemma2-2B2026.04 | 47.28 | |
| DrICLBackbone=Gemma2-2B2026.04 | 47.2 | |
| RewriteBackbone=Gemma2-2B2026.04 | 47.12 | |
| RandomBackbone=Gemma2-2B2026.04 | 47.06 | |
| InfICLBackbone=LLaMA3.2-3B2026.04 | 46.8 | |
| DrICLBackbone=LLaMA3.2-3B2026.04 | 46.08 | |
| KNNBackbone=GPT2-xl2026.04 | 45.92 | |
| RewriteBackbone=GPT2-xl2026.04 | 45.84 | |
| KNNBackbone=LLaMA3.2-3B2026.04 | 45.76 | |
| InfICLBackbone=Gemma2-2B2026.04 | 45.38 | |
| RewriteBackbone=LLaMA3.2-3B2026.04 | 45.06 |