# BFSI-Bench evaluation (responses.jsonl)

LLM-judge grading under `no_context` (no tools, no India system prompt).

- Subject: `responses.jsonl`
- Grader: `openai/gpt-5.6-luna` (`reasoning.effort=none` when on OpenRouter)
- Grader input: gold answer + evidence quotes
- Verdicts: `correct` | `incorrect` | `not_attempted`
- Graded answers: **189**

## Overall

| N | Correct | Incorrect | Not attempted | Accuracy | Correct given attempted |
|---:|---:|---:|---:|---:|---:|
| 189 | 135 | 53 | 1 | 71.43% | 71.81% |

## By category

| Category | N | Correct | Incorrect | Not attempted | Accuracy | Correct given attempted |
|---|---:|---:|---:|---:|---:|---:|
| Groundedness | 34 | 29 | 5 | 0 | 85.29% | 85.29% |
| Jurisdiction-Aware Compliance | 73 | 41 | 31 | 1 | 56.16% | 56.94% |
| Numerical Reasoning | 36 | 34 | 2 | 0 | 94.44% | 94.44% |
| Red-Team Evasion | 29 | 21 | 8 | 0 | 72.41% | 72.41% |
| Temporal Logic | 17 | 10 | 7 | 0 | 58.82% | 58.82% |