Duplicate from Tevatron/BrowseComp-Plus-results

Co-authored-by: Steven Chen <s42chen@users.noreply.huggingface.co>

.gitattributes

@@ -0,0 +1,59 @@
+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ckpt filter=lfs diff=lfs merge=lfs -text
+*.ftz filter=lfs diff=lfs merge=lfs -text
+*.gz filter=lfs diff=lfs merge=lfs -text
+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.lz4 filter=lfs diff=lfs merge=lfs -text
+*.mds filter=lfs diff=lfs merge=lfs -text
+*.mlmodel filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
+*.npy filter=lfs diff=lfs merge=lfs -text
+*.npz filter=lfs diff=lfs merge=lfs -text
+*.onnx filter=lfs diff=lfs merge=lfs -text
+*.ot filter=lfs diff=lfs merge=lfs -text
+*.parquet filter=lfs diff=lfs merge=lfs -text
+*.pb filter=lfs diff=lfs merge=lfs -text
+*.pickle filter=lfs diff=lfs merge=lfs -text
+*.pkl filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+*.safetensors filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
+*.tar.* filter=lfs diff=lfs merge=lfs -text
+*.tar filter=lfs diff=lfs merge=lfs -text
+*.tflite filter=lfs diff=lfs merge=lfs -text
+*.tgz filter=lfs diff=lfs merge=lfs -text
+*.wasm filter=lfs diff=lfs merge=lfs -text
+*.xz filter=lfs diff=lfs merge=lfs -text
+*.zip filter=lfs diff=lfs merge=lfs -text
+*.zst filter=lfs diff=lfs merge=lfs -text
+*tfevents* filter=lfs diff=lfs merge=lfs -text
+# Audio files - uncompressed
+*.pcm filter=lfs diff=lfs merge=lfs -text
+*.sam filter=lfs diff=lfs merge=lfs -text
+*.raw filter=lfs diff=lfs merge=lfs -text
+# Audio files - compressed
+*.aac filter=lfs diff=lfs merge=lfs -text
+*.flac filter=lfs diff=lfs merge=lfs -text
+*.mp3 filter=lfs diff=lfs merge=lfs -text
+*.ogg filter=lfs diff=lfs merge=lfs -text
+*.wav filter=lfs diff=lfs merge=lfs -text
+# Image files - uncompressed
+*.bmp filter=lfs diff=lfs merge=lfs -text
+*.gif filter=lfs diff=lfs merge=lfs -text
+*.png filter=lfs diff=lfs merge=lfs -text
+*.tiff filter=lfs diff=lfs merge=lfs -text
+# Image files - compressed
+*.jpg filter=lfs diff=lfs merge=lfs -text
+*.jpeg filter=lfs diff=lfs merge=lfs -text
+*.webp filter=lfs diff=lfs merge=lfs -text
+# Video files - compressed
+*.mp4 filter=lfs diff=lfs merge=lfs -text
+*.webm filter=lfs diff=lfs merge=lfs -text

agent_results.csv

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+LLM,Retriever,Submitted By,Scaffold,Accuracy (%),Recall (%),Search Calls,Calibration Error (%),Model Size (B),Open Weights?,LLM Link,Retriever Link,Evaluation Date,Submittor Link,Accuracy (GPT-4.1 Judge)
+GPT-4.1,BM25,BrowseComp-Plus,,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,"Aug 8, 2025",,14.58
+GPT-4.1,Qwen3-Embed-8B,BrowseComp-Plus,,36.39,36.89,8.67,53.79,-,No,https://openai.com/index/gpt-4-1/,https://arxiv.org/abs/2506.05176,"Aug 8, 2025",,35.42
+o3,BM25,BrowseComp-Plus,,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,"Aug 8, 2025",,49.28
+o3,Qwen3-Embed-8B,BrowseComp-Plus,,65.90,73.24,23.97,19.68,-,No,https://openai.com/index/introducing-o3-and-o4-mini/,https://arxiv.org/abs/2506.05176,"Aug 8, 2025",,63.49
+Sonnet 4,BM25,BrowseComp-Plus,,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,"Aug 8, 2025",,14.34
+Sonnet 4,Qwen3-Embed-8B,BrowseComp-Plus,,37.35,47.33,9.03,24.84,-,No,https://www.anthropic.com/news/claude-4,https://arxiv.org/abs/2506.05176,"Aug 8, 2025",,36.75
+Opus 4,BM25,BrowseComp-Plus,,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,"Aug 8, 2025",,15.54
+Opus 4,Qwen3-Embed-8B,BrowseComp-Plus,,36.75,50.84,10.24,12.33,-,No,https://www.anthropic.com/news/claude-4,https://arxiv.org/abs/2506.05176,"Aug 8, 2025",,36.14
+Gemini 2.5 Flash,BM25,BrowseComp-Plus,,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,"Aug 8, 2025",,15.54
+Gemini 2.5 Flash,Qwen3-Embed-8B,BrowseComp-Plus,,34.58,40.19,9.77,20.42,-,No,https://arxiv.org/abs/2507.06261,https://arxiv.org/abs/2506.05176,"Aug 8, 2025",,33.01
+Gemini 2.5 Pro,BM25,BrowseComp-Plus,,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,"Aug 8, 2025",,19.04
+Gemini 2.5 Pro,Qwen3-Embed-8B,BrowseComp-Plus,,29.52,35.31,6.04,44.25,-,No,https://arxiv.org/abs/2507.06261,https://arxiv.org/abs/2506.05176,"Aug 8, 2025",,28.67
+Qwen3-32B,BM25,BrowseComp-Plus,,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,"Aug 8, 2025",,3.49
+Qwen3-32B,Qwen3-Embed-0.6B,BrowseComp-Plus,,4.22,3.45,0.91,61.20,32,Yes,https://arxiv.org/abs/2505.09388,https://arxiv.org/abs/2506.05176,"Aug 8, 2025",,4.10
+Qwen3-32B,Qwen3-Embed-4B,BrowseComp-Plus,,8.07,6.20,0.89,61.17,32,Yes,https://arxiv.org/abs/2505.09388,https://arxiv.org/abs/2506.05176,"Aug 8, 2025",,7.83
+Qwen3-32B,Qwen3-Embed-8B,BrowseComp-Plus,,10.72,7.80,0.94,58.88,32,Yes,https://arxiv.org/abs/2505.09388,https://arxiv.org/abs/2506.05176,"Aug 8, 2025",,10.36
+Qwen3-32B,ReasonIR,BrowseComp-Plus,,9.28,7.59,0.91,56.08,32,Yes,https://arxiv.org/abs/2505.09388,https://arxiv.org/abs/2504.20595,"Aug 8, 2025",,9.16
+SearchR1-32B,BM25,BrowseComp-Plus,,4.11,2.61,1.78,-,32,Yes,https://arxiv.org/abs/2505.15117,http://trec.nist.gov/pubs/trec3/papers/city.ps.gz,"Aug 8, 2025",,3.86
+SearchR1-32B,Qwen3-Embed-0.6B,BrowseComp-Plus,,6.02,5.30,1.73,-,32,Yes,https://arxiv.org/abs/2505.15117,https://arxiv.org/abs/2506.05176,"Aug 8, 2025",,5.66
+SearchR1-32B,Qwen3-Embed-4B,BrowseComp-Plus,,9.28,7.90,1.68,-,32,Yes,https://arxiv.org/abs/2505.15117,https://arxiv.org/abs/2506.05176,"Aug 8, 2025",,9.40
+SearchR1-32B,Qwen3-Embed-8B,BrowseComp-Plus,,11.08,10.17,1.69,-,32,Yes,https://arxiv.org/abs/2505.15117,https://arxiv.org/abs/2506.05176,"Aug 8, 2025",,10.36
+SearchR1-32B,ReasonIR,BrowseComp-Plus,,9.31,8.37,1.74,-,32,Yes,https://arxiv.org/abs/2505.15117,https://arxiv.org/abs/2504.20595,"Aug 8, 2025",,9.43
+oss-20b-low,BM25,BrowseComp-Plus,,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,"Aug 8, 2025",,4.11
+oss-20b-low,Qwen3-Embed-8B,BrowseComp-Plus,,14.10,17.37,1.87,36.17,20,Yes,https://openai.com/index/introducing-gpt-oss/,https://arxiv.org/abs/2506.05176,"Aug 8, 2025",,13.37
+oss-20b-medium,BM25,BrowseComp-Plus,,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,"Aug 8, 2025",,16.39
+oss-20b-medium,Qwen3-Embed-8B,BrowseComp-Plus,,30.48,41.31,13.64,35.49,20,Yes,https://openai.com/index/introducing-gpt-oss/,https://arxiv.org/abs/2506.05176,"Aug 8, 2025",,29.88
+oss-20b-high,BM25,BrowseComp-Plus,,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,"Aug 8, 2025",,21.08
+oss-20b-high,Qwen3-Embed-8B,BrowseComp-Plus,,35.06,49.29,23.87,27.69,20,Yes,https://openai.com/index/introducing-gpt-oss/,https://arxiv.org/abs/2506.05176,"Aug 8, 2025",,34.58
+oss-120b-low,BM25,BrowseComp-Plus,,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,"Aug 8, 2025",,9.52
+oss-120b-low,Qwen3-Embed-8B,BrowseComp-Plus,,25.54,22.50,2.21,40.37,120,Yes,https://openai.com/index/introducing-gpt-oss/,https://arxiv.org/abs/2506.05176,"Aug 8, 2025",,24.94
+oss-120b-medium,BM25,BrowseComp-Plus,,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,"Aug 8, 2025",,23.73
+oss-120b-medium,Qwen3-Embed-8B,BrowseComp-Plus,,38.55,43.45,9.64,41.63,120,Yes,https://openai.com/index/introducing-gpt-oss/,https://arxiv.org/abs/2506.05176,"Aug 8, 2025",,37.59
+oss-120b-high,BM25,BrowseComp-Plus,,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,"Aug 8, 2025",,28.67
+oss-120b-high,Qwen3-Embed-8B,BrowseComp-Plus,,44.10,52.63,18.35,39.32,120,Yes,https://openai.com/index/introducing-gpt-oss/,https://arxiv.org/abs/2506.05176,"Aug 8, 2025",,42.89
+GPT-5,BM25,BrowseComp-Plus,,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,"Aug 8, 2025",,55.90
+GPT-5,Qwen3-Embed-8B,BrowseComp-Plus,,71.69,78.98,21.74,9.58,-,No,https://openai.com/index/introducing-gpt-5/,https://arxiv.org/abs/2506.05176,"Aug 8, 2025",,70.12
+kimi-k2-0711-preview,BM25,BrowseComp-Plus,,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,"Aug 16, 2025",,13.49
+kimi-k2-0711-preview,Qwen3-Embed-8B,BrowseComp-Plus,,35.42,38.38,11.22,53.51,1000,Yes,https://moonshotai.github.io/Kimi-K2/,https://arxiv.org/abs/2506.05176,"Aug 16, 2025",,34.22
+DeepSeek-R1-0528,BM25,BrowseComp-Plus,,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,"Aug 16, 2025",,8.44
+DeepSeek-R1-0528,Qwen3-Embed-8B,BrowseComp-Plus,,16.39,16.32,2.72,57.66,685,Yes,https://api-docs.deepseek.com/news/news250528,https://arxiv.org/abs/2506.05176,"Aug 16, 2025",,16.02
+WebSailor-32B,BM25,BrowseComp-Plus,,12.05,12.00,8.76,-,32,Yes,https://arxiv.org/pdf/2507.02592,http://trec.nist.gov/pubs/trec3/papers/city.ps.gz,"Sep 28, 2025",,11.20
+WebSailor-32B,Qwen3-Embed-8B,BrowseComp-Plus,,27.59,29.30,8.00,-,32,Yes,https://arxiv.org/pdf/2507.02592,https://arxiv.org/abs/2506.05176,"Sep 28, 2025",,25.78
+Tongyi-DeepResearch-30B-A3B,BM25,BrowseComp-Plus,,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,"Sep 28, 2025",,33.37
+Tongyi-DeepResearch-30B-A3B,Qwen3-Embed-8B,BrowseComp-Plus,,44.46,62.32,30.37,-,30,Yes,https://tongyi-agent.github.io/blog/introducing-tongyi-deep-research/,https://arxiv.org/abs/2506.05176,"Sep 28, 2025",,44.10
+FrugalRAG-Qwen7B,Qwen3-Embed-8B,FrugalRAG,,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",https://arxiv.org/abs/2507.07634,-
+GLM-4.6,BM25,BrowseComp-Plus,,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",,-
+GLM-4.6,Qwen3-Embed-8B,BrowseComp-Plus,,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",,-
+Gemini 2.5 Flash,Mixedbread Search,Mixedbread,,39.88,42.78,8.3,24.61,-,No,https://openai.com/index/introducing-gpt-5/,https://www.mixedbread.com/,"Oct 22, 2025",https://www.mixedbread.com/,38.19
+GPT-5,Mixedbread Search,Mixedbread,,74.1,80.29,21.22,11,-,No,https://openai.com/index/introducing-gpt-5/,https://www.mixedbread.com/,"Oct 22, 2025",https://www.mixedbread.com/,73.25
+oss-120b-high,BM25,BrowseComp-Plus,,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,"Aug 8, 2025",,28.67
+GPT-5,Mixedbread Search,Agentica,"Agentica custom scaffold: Allows agents to execute arbitrary code in a REPL. Agents had access to `search` and `get_doc_by_id` (avg. 8.83 calls this run) functions. `search` returned top 200 results instead of 5 in Standard scaffold. The submitter calculated recall using docs that the agent fetched using `get_doc_by_id`, due to the high top k used in `search`.",78.41,48.85,44.67,7.92,-,No,https://openai.com/index/introducing-gpt-5/,https://www.mixedbread.com/,"Dec 11, 2025",https://www.symbolica.ai/agentica,77.11
+oss-120b-high,BM25,BrowseComp-Plus,"gpt-oss native toolset: `search`, `open` (view full doc by id, avg. 11.17 calls this run), `find` (grep in doc, avg. 4.23 calls this run)",43.61,58.38,46.51,36.82,120,Yes,https://openai.com/index/introducing-gpt-oss/,http://trec.nist.gov/pubs/trec3/papers/city.ps.gz,"Dec 31, 2025",,
+oss-120b-high,Qwen3-Embed-8B,BrowseComp-Plus,"gpt-oss native toolset: `search`, `open` (view full doc by id, avg. 11.06 calls this run), `find` (grep in doc, avg. 4.28 calls this run)",56.99,74.7,41.86,29.05,120,Yes,https://openai.com/index/introducing-gpt-oss/,https://arxiv.org/abs/2506.05176,"Dec 31, 2025",,
+GLM-4.7,BM25,BrowseComp-Plus,,33.25,45.97,41.55,16.9,358,Yes,https://z.ai/blog/glm-4.7,http://trec.nist.gov/pubs/trec3/papers/city.ps.gz,"Dec 26, 2025",,
+GLM-4.7,Qwen3-Embed-8B,BrowseComp-Plus,,50.18,68.69,35.32,13.2,358,Yes,https://z.ai/blog/glm-4.7,https://arxiv.org/abs/2506.05176,"Dec 26, 2025",,
+Tongyi-DeepResearch-30B-A3B,BM25,BrowseComp-Plus,"Tongyi-DeepResearch native toolset: `search`, `visit` (view full doc by id, avg. 2.75 calls this run)",36.87,43.02,17.91,-,30,Yes,https://tongyi-agent.github.io/blog/introducing-tongyi-deep-research/,http://trec.nist.gov/pubs/trec3/papers/city.ps.gz,"Dec 27, 2025",,
+Tongyi-DeepResearch-30B-A3B,Qwen3-Embed-8B,BrowseComp-Plus,"Tongyi-DeepResearch native toolset: `search`, `visit` (view full doc by id, avg. 3.11 calls this run)",51.93,60.51,17.14,-,30,Yes,https://tongyi-agent.github.io/blog/introducing-tongyi-deep-research/,https://arxiv.org/abs/2506.05176,"Dec 27, 2025",,
+GPT-5-mini,openJiuwen-deepsearch,openJiuwen,"openJiuwen custom setup: Multi-agent scaffold. Retrieved results are chunked; only most relevant chunks are returned in search, instead of truncating the full document by 512 tokens",80,54.51,6.05,18.82,-,No,https://openai.com/index/introducing-gpt-5/,https://openjiuwen.com/,"Nov 26, 2025",https://openjiuwen.com/en/,
+OpenResearcher,Qwen3-Embed-8B,OpenResearcher,"OpenResearcher toolset: `search` (with lucene highlighter to filter raw contents), `open` (view full doc by id, avg. 14.46 calls this run), `find` (grep in doc, avg. 5.04 calls this run)",60.92,75.77,41,27.59,30,Yes,https://github.com/TIGER-AI-Lab/OpenResearcher,https://arxiv.org/abs/2506.05176,"Feb 12, 2026",https://github.com/TIGER-AI-Lab/OpenResearcher,
+SearchAgent-Zero,Qwen3-Embed-8B,SearchAgent-Zero,,37.95,50.87,38.47,58.06,8,Yes,https://github.com/NLPJCL/SearchAgent-Zero,https://arxiv.org/abs/2506.05176,"Feb 24, 2026",https://github.com/NLPJCL/SearchAgent-Zero,
+GPT-5,Reason-ModernColBERT,LightOn,"Search with get_doc: standard `search`, `get_document` (view full doc by id, avg. 3 calls this run)",87.59,81.55,13.27,6.07,-,No,https://openai.com/index/introducing-gpt-5/,https://huggingface.co/lightonai/Reason-ModernColBERT,"Mar 16, 2026",https://lighton.ai/lighton-api,
+GPT-5,Reason-ModernColBERT,LightOn,,79.52,83.52,19.31,7.46,-,No,https://openai.com/index/introducing-gpt-5/,https://huggingface.co/lightonai/Reason-ModernColBERT,"Mar 16, 2026",https://lighton.ai/lighton-api,
+oss-120b-high,GTE-ModernColBERT-v1,LightOn,"Search with get_doc: standard `search`, `get_document` (view full doc by id, avg. 1.76 calls this run)",58.92,57.99,13.29,32.84,120,Yes,https://openai.com/index/introducing-gpt-oss/,https://huggingface.co/lightonai/GTE-ModernColBERT-v1,"Mar 11, 2026",https://lighton.ai/lighton-api,
+oss-120b-high,GTE-ModernColBERT-v1,LightOn,,55.66,66.94,17.51,31.02,120,Yes,https://openai.com/index/introducing-gpt-oss/,https://huggingface.co/lightonai/GTE-ModernColBERT-v1,"Mar 17, 2026",https://lighton.ai/lighton-api,
+oss-120b-high,Reason-ModernColBERT,LightOn,"Search with get_doc: standard `search`, `get_document` (view full doc by id, avg. 1.97 calls this run)",61.2,60.84,13.87,32.45,120,Yes,https://openai.com/index/introducing-gpt-oss/,https://huggingface.co/lightonai/Reason-ModernColBERT,"Mar 11, 2026",https://lighton.ai/lighton-api,
+oss-120b-high,Reason-ModernColBERT,LightOn,,59.04,68.64,18.87,30.07,120,Yes,https://openai.com/index/introducing-gpt-oss/,https://huggingface.co/lightonai/Reason-ModernColBERT,"Mar 16, 2026",https://lighton.ai/lighton-api,
+Tongyi-DeepResearch-30B-A3B,AgentIR-4B,AgentIR,,66.27,78.86,25.91,-,30,Yes,https://tongyi-agent.github.io/blog/introducing-tongyi-deep-research/,https://texttron.github.io/AgentIR/,"Mar 4, 2026",https://texttron.github.io/AgentIR/,
+Tongyi-DeepResearch-30B-A3B,AgentIR-4B,AgentIR,"Tongyi-DeepResearch native toolset: `search`, `visit` (view full doc by id, avg. 3.41 calls this run)",68.07,76.58,24.49,-,30,Yes,https://tongyi-agent.github.io/blog/introducing-tongyi-deep-research/,https://texttron.github.io/AgentIR/,"Mar 4, 2026",https://texttron.github.io/AgentIR/,
+oss-120b-high,AgentIR-4B,AgentIR,,66.99,78.13,24.08,22.55,120,Yes,https://openai.com/index/introducing-gpt-oss/,https://texttron.github.io/AgentIR/,"Mar 4, 2026",https://texttron.github.io/AgentIR/,
+GLM-4.7,AgentIR-4B,AgentIR,,64.66,79.21,29.85,29.85,358,Yes,https://z.ai/blog/glm-4.7,https://texttron.github.io/AgentIR/,"Mar 4, 2026",https://texttron.github.io/AgentIR/,
+GPT-5,Mixedbread Search (v3),Mixedbread,,80,85.29,16.24,8.47,-,No,https://openai.com/index/introducing-gpt-5/,https://mixedbread.com,"Mar 19, 2026",https://mixedbread.com,
+GPT-5,Mixedbread Search (v3),Mixedbread,"Search with get_doc: standard `search`, `get_document` (view full doc by id, avg. 3.20 calls this run)",90.48,83.03,11.53,3.14,-,No,https://openai.com/index/introducing-gpt-5/,https://mixedbread.com,"Mar 19, 2026",https://mixedbread.com,
+OpenResearcher,Qwen3-Embed-0.6B,LRAT,"OpenResearcher toolset: `search` (with lucene highlighter to filter raw contents), `open` (view full doc by id), `find` (grep in doc)",44.34,60.48,49.54,33.21,30,Yes,https://github.com/TIGER-AI-Lab/OpenResearcher,https://arxiv.org/abs/2506.05176,"Mar 06, 2026",https://arxiv.org/abs/2604.04949,
+OpenResearcher,LRAT-Qwen3-Embed-0.6B,LRAT,"OpenResearcher toolset: `search` (with lucene highlighter to filter raw contents), `open` (view full doc by id), `find` (grep in doc)",53.73,70.31,44.4,31.28,30,Yes,https://github.com/TIGER-AI-Lab/OpenResearcher,https://arxiv.org/abs/2604.04949,"Mar 06, 2026",https://arxiv.org/abs/2604.04949,
+GPT-5,Reason-ModernColBERT,AI21,AI21 custom scaffold: multi-agent setup coordinating up to 4 agents. Agents had access to `search` and `get_doc`,92.53,88.79,130.34,2.72,-,No,https://openai.com/index/introducing-gpt-5/,https://huggingface.co/lightonai/Reason-ModernColBERT,"April 19, 2026",https://www.ai21.com/,
+GLM-5.1-FP8,Hybrid BM25 + Qwen3-Embed-8B,Sail Research,"Sail Research custom scaffold: Searcher returns k truncated documents. Multi-agent swarm reports positive signal to harness, extending documents when needed",90.72,84.31,12.53,7.23,754,Yes,https://z.ai/blog/glm-5.1,https://arxiv.org/abs/2506.05176,"April 17, 2026",https://www.sailresearch.com/,

retriever_results.csv

@@ -0,0 +1,7 @@
+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
+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
+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
+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
+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
+Qwen3-8B,0.2026,0.1453,0.4773,0.7672,0.1946,0.1848,0.5575,0.8354,https://arxiv.org/abs/2506.05176,"Aug 8, 2025",BrowseComp-Plus
+ReasonIR-8B,0.1681,0.1224,0.4355,0.7386,0.1546,0.153,0.4965,0.7892,https://arxiv.org/abs/2504.20595,"Aug 8, 2025",BrowseComp-Plus