Domain-specific reasoning on ClimateQA
79.97Accuracy (ACC)UQ4CT
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| UQ4CTBackbone=Llama3.1-8B2024.10 | 79.97 | 9.362 | |
| MixLoRABackbone=Llama3.1-8B2024.10 | 79.941 | 14.68 | |
| LABackbone=Llama3.1-8B2024.10 | 79.823 | 11.481 | |
| BLoB(Mean)Backbone=Llama3.1-8B, Variant=Mean2024.10 | 79.02 | 12.74 | |
| BLoB(N=10)Backbone=Llama3.1-8B, N=102024.10 | 79.02 | 11.962 | |
| EnsembleBackbone=Llama3.1-8B2024.10 | 78.532 | 14.69 | |
| LoRABackbone=Llama3.1-8B2024.10 | 78.251 | 13.701 | |
| MC DropBackbone=Llama3.1-8B2024.10 | 78.191 | 13.111 | |
| Base ModelBackbone=Llama3.1-8B2024.10 | 68.64 | 14.58 |