updated results
Browse files- agent_results.csv +50 -46
- retriever_results.csv +1 -1
agent_results.csv
CHANGED
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@@ -1,46 +1,50 @@
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LLM,Retriever,Accuracy (
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GPT-4.1,BM25,15.
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GPT-4.1,Qwen3-Embedding-8B,36.39,
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o3,BM25,50.48,
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o3,Qwen3-Embedding-8B,65.
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| 6 |
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Sonnet 4,BM25,14.
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Sonnet 4,Qwen3-Embedding-8B,37.35,
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| 8 |
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Opus 4,BM25,15.54,
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| 9 |
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Opus 4,Qwen3-Embedding-8B,36.75,
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| 10 |
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Gemini 2.5 Flash,BM25,16.27,
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| 11 |
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Gemini 2.5 Flash,Qwen3-Embedding-8B,34.58,
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| 12 |
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Gemini 2.5 Pro,BM25,19.88,
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| 13 |
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Gemini 2.5 Pro,Qwen3-Embedding-8B,29.52,
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| 14 |
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Qwen3-32B,BM25,3.61,3.
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| 15 |
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Qwen3-32B,Qwen3-Embedding-0.6B,4.22,
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| 16 |
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Qwen3-32B,Qwen3-Embedding-4B,8.07,
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Qwen3-32B,Qwen3-Embedding-8B,10.72,
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| 18 |
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Qwen3-32B,ReasonIR,9.28,
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| 19 |
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SearchR1-32B,BM25,4.11,
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| 20 |
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SearchR1-32B,Qwen3-Embedding-0.6B,6.02,5.
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SearchR1-32B,Qwen3-Embedding-4B,9.28,
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SearchR1-32B,Qwen3-Embedding-8B,11.08,10.
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| 23 |
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SearchR1-32B,ReasonIR,9.31,
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| 24 |
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oss-20b-low,BM25,3.99,
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| 25 |
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oss-20b-low,Qwen3-Embedding-8B,14.
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| 26 |
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oss-20b-medium,BM25,16.87,
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| 27 |
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oss-20b-medium,Qwen3-Embedding-8B,30.48,
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| 28 |
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oss-20b-high,BM25,21.45,
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| 29 |
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oss-20b-high,Qwen3-Embedding-8B,35.06,
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| 30 |
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oss-120b-low,BM25,9.76,
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| 31 |
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oss-120b-low,Qwen3-Embedding-8B,25.54,
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| 32 |
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oss-120b-medium,BM25,24.58,
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| 33 |
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oss-120b-medium,Qwen3-Embedding-8B,38.55,
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| 34 |
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oss-120b-high,BM25,29.16,
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| 35 |
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oss-120b-high,Qwen3-Embedding-8B,44.
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| 36 |
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GPT-5,BM25,57.59,
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| 37 |
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GPT-5,Qwen3-Embedding-8B,71.69,
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| 38 |
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kimi-k2-0711-preview,BM25,14.58,
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| 39 |
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kimi-k2-0711-preview,Qwen3-Embedding-8B,35.42,
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| 40 |
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DeepSeek-R1-0528,BM25,8.56,
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| 41 |
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DeepSeek-R1-0528,Qwen3-Embedding-8B,16.39,16.
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| 42 |
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WebSailor-32B,BM25,12.05,
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| 43 |
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WebSailor-32B,Qwen3-Embedding-8B,27.59,
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| 44 |
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Tongyi-DeepResearch-30B-A3B,BM25,33.98,
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| 45 |
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Tongyi-DeepResearch-30B-A3B,Qwen3-Embedding-8B,44.46,
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| 46 |
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FrugalRAG-Qwen7B,Qwen3-Embedding-8B,20.46,
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| 1 |
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LLM,Retriever,Accuracy (%),Recall (%),Search Calls,Calibration Error (%),Model Size (B),Open Weights?,LLM Link,Retriever Link,Accuracy (GPT-4.1 Judge),Custom Tool Accuracy,Evaluation Date,Submitted By
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| 2 |
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GPT-4.1,BM25,15.30,16.42,10.35,68.52,-,No,https://openai.com/index/gpt-4-1/,http://trec.nist.gov/pubs/trec3/papers/city.ps.gz,14.58,-,"Aug 8, 2025",BrowseComp-Plus
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GPT-4.1,Qwen3-Embedding-8B,36.39,36.89,8.67,53.79,-,No,https://openai.com/index/gpt-4-1/,https://arxiv.org/abs/2506.05176,35.42,-,"Aug 8, 2025",BrowseComp-Plus
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| 4 |
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o3,BM25,50.48,56.64,25.93,14.48,-,No,https://openai.com/index/introducing-o3-and-o4-mini/,http://trec.nist.gov/pubs/trec3/papers/city.ps.gz,49.28,-,"Aug 8, 2025",BrowseComp-Plus
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| 5 |
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o3,Qwen3-Embedding-8B,65.90,73.24,23.97,19.68,-,No,https://openai.com/index/introducing-o3-and-o4-mini/,https://arxiv.org/abs/2506.05176,63.49,-,"Aug 8, 2025",BrowseComp-Plus
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| 6 |
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Sonnet 4,BM25,14.70,21.31,9.95,28.78,-,No,https://www.anthropic.com/news/claude-4,http://trec.nist.gov/pubs/trec3/papers/city.ps.gz,14.34,-,"Aug 8, 2025",BrowseComp-Plus
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Sonnet 4,Qwen3-Embedding-8B,37.35,47.33,9.03,24.84,-,No,https://www.anthropic.com/news/claude-4,https://arxiv.org/abs/2506.05176,36.75,-,"Aug 8, 2025",BrowseComp-Plus
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| 8 |
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Opus 4,BM25,15.54,22.96,11.22,22.30,-,No,https://www.anthropic.com/news/claude-4,http://trec.nist.gov/pubs/trec3/papers/city.ps.gz,15.54,-,"Aug 8, 2025",BrowseComp-Plus
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| 9 |
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Opus 4,Qwen3-Embedding-8B,36.75,50.84,10.24,12.33,-,No,https://www.anthropic.com/news/claude-4,https://arxiv.org/abs/2506.05176,36.14,-,"Aug 8, 2025",BrowseComp-Plus
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| 10 |
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Gemini 2.5 Flash,BM25,16.27,21.45,10.56,28.51,-,No,https://arxiv.org/abs/2507.06261,http://trec.nist.gov/pubs/trec3/papers/city.ps.gz,15.54,-,"Aug 8, 2025",BrowseComp-Plus
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| 11 |
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Gemini 2.5 Flash,Qwen3-Embedding-8B,34.58,40.19,9.77,20.42,-,No,https://arxiv.org/abs/2507.06261,https://arxiv.org/abs/2506.05176,33.01,-,"Aug 8, 2025",BrowseComp-Plus
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Gemini 2.5 Pro,BM25,19.88,22.81,7.44,52.45,-,No,https://arxiv.org/abs/2507.06261,http://trec.nist.gov/pubs/trec3/papers/city.ps.gz,19.04,-,"Aug 8, 2025",BrowseComp-Plus
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| 13 |
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Gemini 2.5 Pro,Qwen3-Embedding-8B,29.52,35.31,6.04,44.25,-,No,https://arxiv.org/abs/2507.06261,https://arxiv.org/abs/2506.05176,28.67,-,"Aug 8, 2025",BrowseComp-Plus
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| 14 |
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Qwen3-32B,BM25,3.61,3.12,0.92,58.17,32,Yes,https://arxiv.org/abs/2505.09388,http://trec.nist.gov/pubs/trec3/papers/city.ps.gz,3.49,-,"Aug 8, 2025",BrowseComp-Plus
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Qwen3-32B,Qwen3-Embedding-0.6B,4.22,3.45,0.91,61.20,32,Yes,https://arxiv.org/abs/2505.09388,https://arxiv.org/abs/2506.05176,4.10,-,"Aug 8, 2025",BrowseComp-Plus
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Qwen3-32B,Qwen3-Embedding-4B,8.07,6.20,0.89,61.17,32,Yes,https://arxiv.org/abs/2505.09388,https://arxiv.org/abs/2506.05176,7.83,-,"Aug 8, 2025",BrowseComp-Plus
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Qwen3-32B,Qwen3-Embedding-8B,10.72,7.80,0.94,58.88,32,Yes,https://arxiv.org/abs/2505.09388,https://arxiv.org/abs/2506.05176,10.36,-,"Aug 8, 2025",BrowseComp-Plus
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| 18 |
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Qwen3-32B,ReasonIR,9.28,7.59,0.91,56.08,32,Yes,https://arxiv.org/abs/2505.09388,https://arxiv.org/abs/2504.20595,9.16,-,"Aug 8, 2025",BrowseComp-Plus
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| 19 |
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SearchR1-32B,BM25,4.11,2.61,1.78,-,32,Yes,https://arxiv.org/abs/2505.15117,http://trec.nist.gov/pubs/trec3/papers/city.ps.gz,3.86,-,"Aug 8, 2025",BrowseComp-Plus
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| 20 |
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SearchR1-32B,Qwen3-Embedding-0.6B,6.02,5.30,1.73,-,32,Yes,https://arxiv.org/abs/2505.15117,https://arxiv.org/abs/2506.05176,5.66,-,"Aug 8, 2025",BrowseComp-Plus
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| 21 |
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SearchR1-32B,Qwen3-Embedding-4B,9.28,7.90,1.68,-,32,Yes,https://arxiv.org/abs/2505.15117,https://arxiv.org/abs/2506.05176,9.40,-,"Aug 8, 2025",BrowseComp-Plus
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| 22 |
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SearchR1-32B,Qwen3-Embedding-8B,11.08,10.17,1.69,-,32,Yes,https://arxiv.org/abs/2505.15117,https://arxiv.org/abs/2506.05176,10.36,-,"Aug 8, 2025",BrowseComp-Plus
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SearchR1-32B,ReasonIR,9.31,8.37,1.74,-,32,Yes,https://arxiv.org/abs/2505.15117,https://arxiv.org/abs/2504.20595,9.43,-,"Aug 8, 2025",BrowseComp-Plus
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| 24 |
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oss-20b-low,BM25,3.99,5.36,1.89,41.56,20,Yes,https://openai.com/index/introducing-gpt-oss/,http://trec.nist.gov/pubs/trec3/papers/city.ps.gz,4.11,-,"Aug 8, 2025",BrowseComp-Plus
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| 25 |
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oss-20b-low,Qwen3-Embedding-8B,14.10,17.37,1.87,36.17,20,Yes,https://openai.com/index/introducing-gpt-oss/,https://arxiv.org/abs/2506.05176,13.37,-,"Aug 8, 2025",BrowseComp-Plus
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| 26 |
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oss-20b-medium,BM25,16.87,21.96,13.72,41.19,20,Yes,https://openai.com/index/introducing-gpt-oss/,http://trec.nist.gov/pubs/trec3/papers/city.ps.gz,16.39,-,"Aug 8, 2025",BrowseComp-Plus
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| 27 |
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oss-20b-medium,Qwen3-Embedding-8B,30.48,41.31,13.64,35.49,20,Yes,https://openai.com/index/introducing-gpt-oss/,https://arxiv.org/abs/2506.05176,29.88,-,"Aug 8, 2025",BrowseComp-Plus
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| 28 |
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oss-20b-high,BM25,21.45,31.98,26.87,33.08,20,Yes,https://openai.com/index/introducing-gpt-oss/,http://trec.nist.gov/pubs/trec3/papers/city.ps.gz,21.08,-,"Aug 8, 2025",BrowseComp-Plus
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| 29 |
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oss-20b-high,Qwen3-Embedding-8B,35.06,49.29,23.87,27.69,20,Yes,https://openai.com/index/introducing-gpt-oss/,https://arxiv.org/abs/2506.05176,34.58,-,"Aug 8, 2025",BrowseComp-Plus
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| 30 |
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oss-120b-low,BM25,9.76,8.54,2.06,43.70,120,Yes,https://openai.com/index/introducing-gpt-oss/,http://trec.nist.gov/pubs/trec3/papers/city.ps.gz,9.52,-,"Aug 8, 2025",BrowseComp-Plus
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| 31 |
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oss-120b-low,Qwen3-Embedding-8B,25.54,22.50,2.21,40.37,120,Yes,https://openai.com/index/introducing-gpt-oss/,https://arxiv.org/abs/2506.05176,24.94,-,"Aug 8, 2025",BrowseComp-Plus
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| 32 |
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oss-120b-medium,BM25,24.58,27.02,9.73,45.70,120,Yes,https://openai.com/index/introducing-gpt-oss/,http://trec.nist.gov/pubs/trec3/papers/city.ps.gz,23.73,-,"Aug 8, 2025",BrowseComp-Plus
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| 33 |
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oss-120b-medium,Qwen3-Embedding-8B,38.55,43.45,9.64,41.63,120,Yes,https://openai.com/index/introducing-gpt-oss/,https://arxiv.org/abs/2506.05176,37.59,-,"Aug 8, 2025",BrowseComp-Plus
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| 34 |
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oss-120b-high,BM25,29.16,35.50,19.45,45.92,120,Yes,https://openai.com/index/introducing-gpt-oss/,http://trec.nist.gov/pubs/trec3/papers/city.ps.gz,28.67,50,"Aug 8, 2025",BrowseComp-Plus
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| 35 |
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oss-120b-high,Qwen3-Embedding-8B,44.10,52.63,18.35,39.32,120,Yes,https://openai.com/index/introducing-gpt-oss/,https://arxiv.org/abs/2506.05176,42.89,64.7,"Aug 8, 2025",BrowseComp-Plus
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| 36 |
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GPT-5,BM25,57.59,61.70,23.23,12.63,-,No,https://openai.com/index/introducing-gpt-5/,http://trec.nist.gov/pubs/trec3/papers/city.ps.gz,55.90,-,"Aug 8, 2025",BrowseComp-Plus
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| 37 |
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GPT-5,Qwen3-Embedding-8B,71.69,78.98,21.74,9.58,-,No,https://openai.com/index/introducing-gpt-5/,https://arxiv.org/abs/2506.05176,70.12,-,"Aug 8, 2025",BrowseComp-Plus
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| 38 |
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kimi-k2-0711-preview,BM25,14.58,15.43,14.90,69.41,1000,Yes,https://moonshotai.github.io/Kimi-K2/,http://trec.nist.gov/pubs/trec3/papers/city.ps.gz,13.49,-,"Aug 16, 2025",BrowseComp-Plus
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| 39 |
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kimi-k2-0711-preview,Qwen3-Embedding-8B,35.42,38.38,11.22,53.51,1000,Yes,https://moonshotai.github.io/Kimi-K2/,https://arxiv.org/abs/2506.05176,34.22,-,"Aug 16, 2025",BrowseComp-Plus
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| 40 |
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DeepSeek-R1-0528,BM25,8.56,7.58,2.71,62.47,685,Yes,https://api-docs.deepseek.com/news/news250528,http://trec.nist.gov/pubs/trec3/papers/city.ps.gz,8.44,-,"Aug 16, 2025",BrowseComp-Plus
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| 41 |
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DeepSeek-R1-0528,Qwen3-Embedding-8B,16.39,16.32,2.72,57.66,685,Yes,https://api-docs.deepseek.com/news/news250528,https://arxiv.org/abs/2506.05176,16.02,-,"Aug 16, 2025",BrowseComp-Plus
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| 42 |
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WebSailor-32B,BM25,12.05,12.00,8.76,-,32,Yes,https://arxiv.org/pdf/2507.02592,http://trec.nist.gov/pubs/trec3/papers/city.ps.gz,11.20,-,"Sep 28, 2025",BrowseComp-Plus
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| 43 |
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WebSailor-32B,Qwen3-Embedding-8B,27.59,29.30,8.00,-,32,Yes,https://arxiv.org/pdf/2507.02592,https://arxiv.org/abs/2506.05176,25.78,-,"Sep 28, 2025",BrowseComp-Plus
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| 44 |
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Tongyi-DeepResearch-30B-A3B,BM25,33.98,46.83,32.92,-,30,Yes,https://tongyi-agent.github.io/blog/introducing-tongyi-deep-research/,http://trec.nist.gov/pubs/trec3/papers/city.ps.gz,33.37,-,"Sep 28, 2025",BrowseComp-Plus
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| 45 |
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Tongyi-DeepResearch-30B-A3B,Qwen3-Embedding-8B,44.46,62.32,30.37,-,30,Yes,https://tongyi-agent.github.io/blog/introducing-tongyi-deep-research/,https://arxiv.org/abs/2506.05176,44.10,-,"Sep 28, 2025",BrowseComp-Plus
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| 46 |
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FrugalRAG-Qwen7B,Qwen3-Embedding-8B,20.46,23.57,7.95,73.67,7,No,https://arxiv.org/abs/2507.07634,https://arxiv.org/abs/2506.05176,-,-,"Sep 22, 2025",FrugalRAG
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| 47 |
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GLM-4.6,BM25,27.74,34.98,29.71,37.12,357,Yes,https://docs.z.ai/guides/llm/glm-4.6,http://trec.nist.gov/pubs/trec3/papers/city.ps.gz,-,-,"Oct 13, 2025",BrowseComp-Plus
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| 48 |
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GLM-4.6,Qwen3-Embedding-8B,48.19,57.72,25.6,26.3,357,Yes,https://docs.z.ai/guides/llm/glm-4.6,https://arxiv.org/abs/2506.05176,-,-,"Oct 13, 2025",BrowseComp-Plus
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| 49 |
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Gemini 2.5 Flash,Mixedbread Search,39.88,42.78,8.3,24.61,-,No,https://openai.com/index/introducing-gpt-5/,https://www.mixedbread.com/,38.19,-,"Oct 22, 2025",Mixedbread
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| 50 |
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GPT-5,Mixedbread Search,74.1,80.29,21.22,11,-,No,https://openai.com/index/introducing-gpt-5/,https://www.mixedbread.com/,73.25,-,"Oct 22, 2025",Mixedbread
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retriever_results.csv
CHANGED
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@@ -1,5 +1,5 @@
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Retriever,Evidence nDCG@10,Evidence Recall@5,Evidence Recall@100,Evidence Recall@1000,Gold nDCG@10,Gold Recall@5,Gold Recall@100,Gold Recall@1000,Link,Evaluation Date,Submitted By
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BM25,0.0163,0.0118,0.0466,0.1365,0.0166,0.0139,0.0610,0.1728,
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JinaColBERT-v2,0.0790,0.057,0.1810,0.3570,0.0680,0.066,0.2040,0.3970,https://aclanthology.org/2024.mrl-1.11/,"Sep 28, 2025",BrowseComp-Plus
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| 4 |
Qwen3-0.6B,0.0801,0.0618,0.2651,0.5969,0.0740,0.0851,0.3051,0.6620,https://arxiv.org/abs/2506.05176,"Aug 8, 2025",BrowseComp-Plus
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| 5 |
Qwen3-4B,0.1405,0.0976,0.4019,0.7180,0.1363,0.1297,0.4731,0.7695,https://arxiv.org/abs/2506.05176,"Aug 8, 2025",BrowseComp-Plus
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Retriever,Evidence nDCG@10,Evidence Recall@5,Evidence Recall@100,Evidence Recall@1000,Gold nDCG@10,Gold Recall@5,Gold Recall@100,Gold Recall@1000,Link,Evaluation Date,Submitted By
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| 2 |
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BM25,0.0163,0.0118,0.0466,0.1365,0.0166,0.0139,0.0610,0.1728,http://trec.nist.gov/pubs/trec3/papers/city.ps.gz,"Aug 8, 2025",BrowseComp-Plus
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| 3 |
JinaColBERT-v2,0.0790,0.057,0.1810,0.3570,0.0680,0.066,0.2040,0.3970,https://aclanthology.org/2024.mrl-1.11/,"Sep 28, 2025",BrowseComp-Plus
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| 4 |
Qwen3-0.6B,0.0801,0.0618,0.2651,0.5969,0.0740,0.0851,0.3051,0.6620,https://arxiv.org/abs/2506.05176,"Aug 8, 2025",BrowseComp-Plus
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| 5 |
Qwen3-4B,0.1405,0.0976,0.4019,0.7180,0.1363,0.1297,0.4731,0.7695,https://arxiv.org/abs/2506.05176,"Aug 8, 2025",BrowseComp-Plus
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