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Deep Research on DeepResearch Bench

58.03RACE Overall

DuMate-DeepResearch

Updated 23d ago

Evaluation Results

Method
DuMate-DeepResearch 2026.06	58.03	59.48	61.48	53.87	54.34	-	-	-
ZTE Nebula DeepResearch 2026.06	57.27	58.37	59.76	54.06	54.66	-	-	-
iFlow-Researcher 2026.06	57.08	58.24	59.74	53.24	55.05	-	-	-
Zhipu Deep Research 2026.06	57.06	58.15	60.14	53.47	53.88	-	-	-
Xiaoyi DeepResearch 6.0 2026.06	57	58.58	59.38	53.58	53.99	-	-	-
Cellcog-Max 2026.06	56.67	57.4	60.01	53.25	53.21	-	-	-
1688AILab-DeepResearch 2026.06	56.53	57.32	59.27	53.51	53.36	-	-	-
Octen DeepResearch 2026.06	56.31	56.89	59	53.39	53.83	-	-	-
Grep Deep Research 2026.06	56.23	56.82	58.92	53.38	53.44	-	-	-
NVIDIA-AIQ 2026.06	55.95	56.9	58.49	52.89	53.43	-	-	-
MS-Agent DeepResearch 2026.06	55.31	56.76	56.79	53.1	52.28	-	-	-
Cellcog 2026.06	55.31	55.41	58.21	52.5	53.12	-	-	-
CMCC-DeepInsight 2026.06	55.24	55.66	58.7	52.53	50.94	-	-	-
TrajectoryKit 2026.06	54.92	54.1	57.9	52.91	52.72	-	-	-
Onyx Deep Research 2026.06	54.54	54.67	56.43	53.08	52.02	-	-	-
Bodhi Deep Research 2026.06	54.22	54.23	56.09	52.86	51.81	-	-	-
AgentDisCo 2026.05	54.02	53.38	56.65	53.11	51.53	93.56	89.88	-
Deep Dog 1 2026.06	53.52	53.14	56.1	51.83	51.18	-	-	-
RecallRadar Intelligence 2026.06	53.19	53.91	53.53	52.18	52.38	-	-	-
DualGraph 2026.02	53.08	53.78	54.3	52.48	49.81	57.55	79.65	-
Gemini-2.5-Pro 2026.02	52.54	52.65	53.2	51.82	51.83	72.11	53.38	-
LiAuto Mind DeepResearch 1.5 2026.06	52.54	51.54	55.3	50.45	51.26	-	-	-
Tavily Research 2026.06	52.44	52.84	53.59	51.92	49.21	-	-	-
ThinkDepth.ai 2026.06	52.43	52.02	53.88	52.04	50.12	-	-	-
AgentDisCo 2026.05	52.11	51.89	53.43	51.87	50.45	89.55	69.65	-
DualGraph 2026.02	51.5	52.07	52	51.41	49.3	56.23	76.33	-
AgentDisCo 2026.05	51.44	51.23	52.49	51.57	50.39	89.06	63.94	-
DualGraph 2026.02	51.17	51.69	51.79	51.16	48.75	61.15	66.06	-
Salesforce AIR 2026.06	50.65	50	51.09	50.77	50.32	-	-	-
LangChain Open Deep Research 2026.06	50.6	50.06	50.76	51.31	49.72	-	-	-
Gemini-2.5-Pro-Deepresearch 2026.05	49.71	49.51	49.45	50.12	50	78.3	165.34	-
Gemini 2.5 Pro DeepResearch 2026.06	49.71	49.51	49.45	50.12	50	-	-	-
DualGraph 2026.02	49.18	50.13	48.41	50.06	47.35	59.96	62.96	-
OpenAI-DR 2026.02	46.68	47.27	45.55	48	45.93	73.18	31.7	-
Doubao-DR 2026.02	46.62	47.67	45.21	48.16	45.07	51.87	35.12	-
Kimi 2026.02	46.5	47.06	45.67	47.53	45.47	20.8	2.3	-
Openai-Deepresearch 2026.05	46.45	46.46	43.73	49.39	47.22	75.01	39.79	-
OpenAI DeepResearch 2026.06	46.45	46.46	43.73	49.39	47.22	-	-	-
UESTC-MBSE-RAAA 2026.06	46.13	43.77	48.34	47.21	43.78	-	-	-
DR-Tulu 2026.06	45.49	44.08	44.65	49.56	42.3	-	-	-
Claude-Research 2026.05	45	45.34	42.79	47.58	44.66	-	-	-
Kimi-Research 2026.05	44.64	44.96	41.97	47.14	45.59	-	-	-
Doubao-Research 2026.05	44.34	44.84	40.56	47.95	44.69	52.86	52.62	-
Langchain-Open-Deep-Research 2026.05	43.44	42.97	39.17	48.09	45.22	-	-	-
GPT-4.1 2026.02	43.08	42.85	41.96	44.62	43.77	85.75	3.84	-
LangChain-DR 2026.02	42.92	41.95	44.63	43.75	43.08	59.83	61.29	-
NVIDIA AIQ 2026.02	42.48	42.01	41.81	43.8	43.01	46.01	4.41	-
Perplexity 2026.02	42.44	42.36	40.85	44.41	43.11	76.03	21.69	-
Claude-3.7 2026.02	41.56	41.42	39.99	43.8	42.02	87.32	24.51	-
Grok 2026.02	41.01	40.55	38.82	43.56	42.83	68.47	7.28	-
Qwen-Agent 2026.02	40.95	39.19	43.65	42.88	41.27	52.23	8.39	-
Sonar-Reason-Pro 2026.02	40.74	40	39.06	43.14	42.3	37.31	6.72	-
Tongyi-DR 2026.02	40.62	38.63	43.92	42.58	41.03	-	-	-
Sonar-Reason 2026.02	40.53	39.73	38.87	42.79	42.26	51.19	11.6	-
Sonar-Pro 2026.02	40.31	39.76	38.35	42.68	42.02	76.64	13.06	-
Sonar 2026.02	37.29	36.26	34.51	40.46	40.61	69.59	8.11	-
Claude-3.5 2026.02	34.32	33.43	32.37	36.98	36.34	93.8	8.96	-
GPT-4.1-mini 2026.02	34.21	33.36	30.52	38.18	37.64	82.63	4.08	-
OpenAI Deep Research 2026.05	-	-	-	-	-	-	-	46.9
Gemini Deep Research 2026.05	-	-	-	-	-	-	-	48.9
Perplexity Deep Research 2026.05	-	-	-	-	-	-	-	42.7
GPT-5 + Search 2026.05	-	-	-	-	-	-	-	50.7
WebThinker QwQ-32B 2026.05	-	-	-	-	-	-	-	37.9
WebThinker-32B-DPO 2026.05	-	-	-	-	-	-	-	40.6
Tongyi DeepResearch-30B-A3B 2026.05	-	-	-	-	-	-	-	40.6
WebExplorer-8B 2026.05	-	-	-	-	-	-	-	36.7
Search-R1-7B 2026.05	-	-	-	-	-	-	-	9.7
ASearcher-Web-7B 2026.05	-	-	-	-	-	-	-	10
Qwen3-8B + Search 2026.05	-	-	-	-	-	-	-	34.4
DecomposeR-8B 2026.05	-	-	-	-	-	-	-	36.3
DecomposeR-8B 2026.05	-	-	-	-	-	-	-	41.8
GPT-5.2 High 2026.06	-	-	-	-	-	-	-	52.2
Claude-Sonnet-4.5 2026.06	-	-	-	-	-	-	-	47.2
Claude-Opus-4.5 2026.06	-	-	-	-	-	-	-	50.6
Gemini-3-pro High 2026.06	-	-	-	-	-	-	-	49.6
Seed2.0 Pro 2026.06	-	-	-	-	-	-	-	53.3
GPT-5-mini High 2026.06	-	-	-	-	-	-	-	50.7
Gemini-3-Flash High 2026.06	-	-	-	-	-	-	-	46.1
Seed2.0 Lite 2026.06	-	-	-	-	-	-	-	54.4