Sentiment Analysis on AR
70.9AccuracyRLLR
Evaluation Results
| Method | Links | |
|---|---|---|
| RLLRBackbone=Bloom 7B2024.05 | 70.9 | |
| RLLRModel=Bloom, Model Size=7B2024.05 | 70.9 | |
| RLLRBackbone=Mistral 7B2024.05 | 70.6 | |
| RLLR_MIXEDBackbone=Baichuan2 7B2024.05 | 70.5 | |
| SFTBackbone=Mistral 7B2024.05 | 70.4 | |
| RLLRBackbone=Baichuan2 7B2024.05 | 70.4 | |
| RLLR_MIXEDBackbone=Bloom 7B2024.05 | 70.4 | |
| RLLRMIXEDModel=Bloom, Model Size=7B2024.05 | 70.4 | |
| RLLR_MIXEDBackbone=Mistral 7B2024.05 | 70.3 | |
| RLLRBackbone=LLaMA2 7B2024.05 | 70.1 | |
| RLLRModel=LLaMA2, Model Size=7B2024.05 | 70.1 | |
| SFTBackbone=Baichuan2 7B2024.05 | 69.9 | |
| SFT w. rat.Backbone=Bloom 7B2024.05 | 69.8 | |
| SFT w. rat.Model=Bloom, Model Size=7B2024.05 | 69.8 | |
| RLLRMIXEDModel=LLaMA2, Model Size=13B2024.05 | 69.7 | |
| RLLR_MIXEDBackbone=LLaMA2 7B2024.05 | 69.6 | |
| RLLRMIXEDModel=LLaMA2, Model Size=7B2024.05 | 69.6 | |
| RLLRModel=LLaMA2, Model Size=13B2024.05 | 69.5 | |
| SFTBackbone=LLaMA2 7B2024.05 | 69.4 | |
| SFT w. rat.Backbone=Mistral 7B2024.05 | 69.4 | |
| RLHFBackbone=Bloom 7B2024.05 | 69.4 | |
| SFTModel=LLaMA2, Model Size=7B2024.05 | 69.4 | |
| RLHFModel=Bloom, Model Size=7B2024.05 | 69.4 | |
| SFTBackbone=Bloom 7B2024.05 | 69.3 | |
| RLLRMIXEDModel=Bloom, Model Size=3B2024.05 | 69.3 | |
| SFTModel=Bloom, Model Size=7B2024.05 | 69.3 | |
| RLLRModel=Bloom, Model Size=3B2024.05 | 69.2 | |
| RLLRBackbone=ChatGLM3 6B2024.05 | 69.1 | |
| RLLR_MIXEDBackbone=ChatGLM3 6B2024.05 | 69.1 | |
| SFT w. rat.Backbone=Baichuan2 7B2024.05 | 69.1 | |
| SFTModel=LLaMA2, Model Size=13B2024.05 | 69 | |
| RLHFBackbone=ChatGLM3 6B2024.05 | 68.9 | |
| SFT w. rat.Model=LLaMA2, Model Size=13B2024.05 | 68.9 | |
| RLHFModel=LLaMA2, Model Size=13B2024.05 | 68.9 | |
| SFTBackbone=ChatGLM3 6B2024.05 | 68.8 | |
| SFT w. rat.Backbone=LLaMA2 7B2024.05 | 68.7 | |
| RLHFBackbone=Mistral 7B2024.05 | 68.7 | |
| SFT w. rat.Model=LLaMA2, Model Size=7B2024.05 | 68.7 | |
| RLHFModel=Bloom, Model Size=3B2024.05 | 68.6 | |
| RLHFBackbone=LLaMA2 7B2024.05 | 68.5 | |
| RLHFModel=LLaMA2, Model Size=7B2024.05 | 68.5 | |
| SFT w. rat.Model=Bloom, Model Size=3B2024.05 | 68.5 | |
| RLHFBackbone=Baichuan2 7B2024.05 | 68.3 | |
| SFT w. rat.Backbone=ChatGLM3 6B2024.05 | 68.2 | |
| SFTModel=Bloom, Model Size=3B2024.05 | 67.9 |