Value alignment on 5-country prototyping panel (BRA, CHN, DEU, JPN, USA)
54.5Mean MISDISCA (Phi-3.5-mini)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DISCA (Phi-3.5-mini)Backbone=Phi-3.5-mini, Params=3.8B2026.05 | 54.5 | 7.3 | 80 | |
| DISCA (Llama-3.3-70B 4-bit)Backbone=Llama-3.3-70B (4-bit), Params=70B2026.05 | 52.4 | 25.9 | 100 | |
| DISCA (Llama-3.2-1B)Backbone=Llama-3.2-1B, Params=1B2026.05 | 47.6 | 1.1 | 20 | |
| DISCA (Qwen3.5-0.8B)Backbone=Qwen3.5-0.8B, Params=0.8B2026.05 | 47.1 | 3.2 | 80 | |
| DISCA (Gemma-3-270M)Backbone=Gemma-3-270M, Params=270M2026.05 | 46.2 | 1.3 | 80 | |
| DISCA (Llama-3.1-8B 4-bit)Backbone=Llama-3.1-8B (4-bit), Params=8B2026.05 | 45.5 | 16.9 | 100 | |
| DISCA (Gemma-7B)Backbone=Gemma-7B, Params=7B2026.05 | 43.2 | 2.5 | 60 | |
| DISCA (Mistral-7B-v0.3)Backbone=Mistral-7B-v0.3, Params=7B2026.05 | 42.8 | 5.9 | 100 | |
| DISCA (Gemma-4-E2B)Backbone=Gemma-4-E2B, Params=2B2026.05 | 42.6 | 11.6 | 80 | |
| DISCA (Qwen2.5-7B bf16)Backbone=Qwen2.5-7B (bf16), Params=7B2026.05 | 38.5 | 8.2 | 60 | |
| DISCA (Qwen3-VL-8B)Backbone=Qwen3-VL-8B, Params=8B2026.05 | 38.1 | 23.7 | 80 | |
| DISCA (Magistral-Small-2509)Backbone=Magistral-Small-2509, Params=24B2026.05 | 31.7 | 13.6 | 80 | |
| DISCA (Phi-4)Backbone=Phi-4, Params=14B2026.05 | 24.6 | 34.4 | 80 |