Question Answering on ARC Challenge (NLL)
0.47NLLPPT (Distribution) + TS
Evaluation Results
| Method | Links | |
|---|---|---|
| PPT (Distribution) + TSBackbone=QWEN2-7B, Temperature Scaling=true2026.05 | 0.47 | |
| Base + TSBackbone=QWEN2-7B, Temperature Scaling=true2026.05 | 0.49 | |
| PPT (Distribution)Backbone=QWEN2-7B, Temperature Scaling=false2026.05 | 0.51 | |
| PPT (Distribution) + TSBackbone=LLAMA3-8B, Temperature Scaling=true2026.05 | 0.6 | |
| PPT (Distribution)Backbone=LLAMA3-8B, Temperature Scaling=false2026.05 | 0.61 | |
| Base + TSBackbone=LLAMA3-8B, Temperature Scaling=true2026.05 | 0.62 | |
| PPT (Mean)Backbone=LLAMA3-8B, Temperature Scaling=false2026.05 | 0.74 | |
| PPT (Mean)Backbone=QWEN2-7B, Temperature Scaling=false2026.05 | 0.76 | |
| BaseBackbone=QWEN2-7B, Temperature Scaling=false2026.05 | 0.9 | |
| BaseBackbone=LLAMA3-8B, Temperature Scaling=false2026.05 | 0.98 |