update orb benchmark
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@ -175,12 +175,9 @@ Two approaches are benchmarked separately:
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| Embedding Model | VLM | Skill model | QA accuracy | Mean `cited_map` |
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|------------------------|----------------------|------------------------------|-------------|------------------|
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| `qwen3-embedding:4b` | Ollama / ministral-3 | `ollama:gpt-oss` | 0.94 | 0.86 |
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| `qwen3-embedding:4b` | Ollama / ministral-3 | `vllm:Gemma-4-26B-A4B-NVFP4` | 0.90 | 0.89 |
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| `qwen3-embedding:4b` | Ollama / ministral-3 | `vllm:Gemma-4-26B-A4B-NVFP4` | 0.88 | 0.89 |
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*`ollama:gpt-oss` row measured on haiku.rag v0.44.0, on 2992 of 3044 completed cases.*
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*`vllm:Gemma-4-26B-A4B-NVFP4` row measured on haiku.rag v0.47.0, with `mxbai-rerank-base-v2`, stopped at 674 of 3045 cases (cumulative means stable from case ~200).*
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*Both judged by `ollama:qwen3.6` (current default).*
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*Measured on haiku.rag v0.48.0, with `mxbai-rerank-base-v2`, on all 3045 cases. Judged by `vllm:Qwen3.6-35B-A3B-NVFP4`.*
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## Inactive datasets
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