LLM Risk Assessment on SHARP
0.1575Mean Log-Risk E[L]claude-sonnet-4-5
Evaluation results
| Method | Links | ||
|---|---|---|---|
| claude-sonnet-4-52026.01 | 0.1575 | 1.689 | |
| claude-3-5-sonnet2026.01 | 0.4489 | 3.7818 | |
| gemini-1.5-pro2026.01 | 0.4629 | 3.4987 | |
| gemini-2.5-pro2026.01 | 0.5601 | 3.8676 | |
| qwen3-235b2026.01 | 0.5889 | 3.8952 | |
| gpt-4o2026.01 | 0.7475 | 4.519 | |
| openai.gpt-oss-120b2026.01 | 1.2091 | 5.2861 | |
| deepseek-chat2026.01 | 1.2955 | 5.7347 | |
| mistral-large2026.01 | 1.3218 | 5.9876 | |
| llama3-3-70b2026.01 | 1.968 | 7.9339 | |
| llama3-1-405b2026.01 | 2.154 | 8.3966 |