Culture on Patchscopes (test)
74.14SRBALOR (S)
Evaluation Results
| Method | Links | |
|---|---|---|
| BALOR (S)Backbone=Qwen3-4b, Setting=Zero-shot2026.01 | 74.14 | |
| BALOR (D)Backbone=Qwen3-4b, Setting=Zero-shot2026.01 | 70.16 | |
| BALOR (S)Backbone=Llama3.2-1b, Setting=Zero-shot2026.01 | 57.61 | |
| BALOR (S)Backbone=Llama2-7b, Setting=Zero-shot2026.01 | 54.39 | |
| Fine-tuningBackbone=Qwen3-4b, Setting=Zero-shot2026.01 | 54.03 | |
| FairSteerBackbone=Qwen3-4b, Setting=Zero-shot2026.01 | 50.09 | |
| DBBackbone=Qwen3-4b, Setting=Zero-shot2026.01 | 47.41 | |
| VanillaBackbone=Qwen3-4b, Setting=Zero-shot2026.01 | 45.69 | |
| FairSteerBackbone=Llama3.2-1b, Setting=Zero-shot2026.01 | 45.65 | |
| BALOR (D)Backbone=Llama2-7b, Setting=Zero-shot2026.01 | 45.61 | |
| CBBackbone=Qwen3-4b, Setting=Zero-shot2026.01 | 43.96 | |
| IEBackbone=Qwen3-4b, Setting=Zero-shot2026.01 | 43.73 | |
| IEBackbone=Llama2-7b, Setting=Zero-shot2026.01 | 43.49 | |
| DBBackbone=Llama2-7b, Setting=Zero-shot2026.01 | 42.11 | |
| BALOR (D)Backbone=Llama3.2-1b, Setting=Zero-shot2026.01 | 40.43 | |
| BALOR (S)Backbone=Llama3-8b, Setting=Zero-shot2026.01 | 39.52 | |
| DBBackbone=Llama3.2-1b, Setting=Zero-shot2026.01 | 39.13 | |
| Fine-tuningBackbone=Llama2-7b, Setting=Zero-shot2026.01 | 38.6 | |
| BALOR (D)Backbone=Llama3-8b, Setting=Zero-shot2026.01 | 37.9 | |
| CBBackbone=Llama2-7b, Setting=Zero-shot2026.01 | 37.72 | |
| VanillaBackbone=Llama2-7b, Setting=Zero-shot2026.01 | 36.84 | |
| VanillaBackbone=Llama3.2-1b, Setting=Zero-shot2026.01 | 35.87 | |
| IEBackbone=Llama3.2-1b, Setting=Zero-shot2026.01 | 35.87 | |
| CBBackbone=Llama3.2-1b, Setting=Zero-shot2026.01 | 29.35 | |
| DBBackbone=Llama3-8b, Setting=Zero-shot2026.01 | 22.58 | |
| Fine-tuningBackbone=Llama3-8b, Setting=Zero-shot2026.01 | 18.55 | |
| FairSteerBackbone=Llama2-7b, Setting=Zero-shot2026.01 | 17.54 | |
| IEBackbone=Llama3-8b, Setting=Zero-shot2026.01 | 10.48 | |
| VanillaBackbone=Llama3-8b, Setting=Zero-shot2026.01 | 9.68 | |
| CBBackbone=Llama3-8b, Setting=Zero-shot2026.01 | 8.87 | |
| FairSteerBackbone=Llama3-8b, Setting=Zero-shot2026.01 | 6.45 | |
| Fine-tuningBackbone=Llama3.2-1b, Setting=Zero-shot2026.01 | 4.35 |