├── LICENSE ├── README.md ├── data ├── GAIA │ └── dev.json ├── GPQA │ └── diamond.json ├── Glaive │ └── test.json ├── HLE │ └── test.json └── WebWalkerQA │ └── test.json ├── demo ├── bing_search.py ├── prompts.py ├── run_demo.py ├── run_logit.py ├── settings.py └── utils.py ├── figures ├── framework.png └── performance.png ├── outputs ├── glaive.Gemini.DeepResearch │ ├── article_1.md │ ├── article_10.md │ ├── article_11.md │ ├── article_12.md │ ├── article_13.md │ ├── article_14.md │ ├── article_15.md │ ├── article_16.md │ ├── article_17.md │ ├── article_18.md │ ├── article_19.md │ ├── article_2.md │ ├── article_20.md │ ├── article_21.md │ ├── article_22.md │ ├── article_23.md │ ├── article_24.md │ ├── article_25.md │ ├── article_26.md │ ├── article_27.md │ ├── article_28.md │ ├── article_29.md │ ├── article_3.md │ ├── article_30.md │ ├── article_4.md │ ├── article_5.md │ ├── article_6.md │ ├── article_7.md │ ├── article_8.md │ └── article_9.md ├── glaive.Grok3.DeeperSearch │ ├── article_1.md │ ├── article_10.md │ ├── article_11.md │ ├── article_12.md │ ├── article_13.md │ ├── article_14.md │ ├── article_15.md │ ├── article_16.md │ ├── article_17.md │ ├── article_18.md │ ├── article_19.md │ ├── article_2.md │ ├── article_20.md │ ├── article_21.md │ ├── article_22.md │ ├── article_23.md │ ├── article_24.md │ ├── article_25.md │ ├── article_26.md │ ├── article_27.md │ ├── article_28.md │ ├── article_29.md │ ├── article_3.md │ ├── article_30.md │ ├── article_4.md │ ├── article_5.md │ ├── article_6.md │ ├── article_7.md │ ├── article_8.md │ └── article_9.md └── glaive.qwq.webthinker │ └── markdown.test │ ├── article_1.md │ ├── article_10.md │ ├── article_11.md │ ├── article_12.md │ ├── article_13.md │ ├── article_14.md │ ├── article_15.md │ ├── article_16.md │ ├── article_17.md │ ├── article_18.md │ ├── article_19.md │ ├── article_2.md │ ├── article_20.md │ ├── article_21.md │ ├── article_22.md │ ├── article_23.md │ ├── article_24.md │ ├── article_25.md │ ├── article_26.md │ ├── article_27.md │ ├── article_28.md │ ├── article_29.md │ ├── article_3.md │ ├── article_30.md │ ├── article_4.md │ ├── article_5.md │ ├── article_6.md │ ├── article_7.md │ ├── article_8.md │ ├── article_9.md │ ├── evaluation_scores.json │ └── evaluation_scores_detailed.json ├── requirements.txt └── scripts ├── __pycache__ ├── bing_search.cpython-311.pyc ├── evaluate.cpython-311.pyc ├── prompts.cpython-311.pyc └── prompts_report.cpython-311.pyc ├── evaluate ├── __pycache__ │ └── evaluate.cpython-311.pyc ├── evaluate.py └── evaluate_report.py ├── lcb_runner ├── benchmarks │ ├── __init__.py │ ├── code_execution.py │ ├── code_generation.py │ └── test_output_prediction.py ├── evaluation │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-310.pyc │ │ ├── __init__.cpython-311.pyc │ │ ├── compute_code_execution_metrics.cpython-310.pyc │ │ ├── compute_code_execution_metrics.cpython-311.pyc │ │ ├── compute_code_generation_metrics.cpython-310.pyc │ │ ├── compute_code_generation_metrics.cpython-311.pyc │ │ ├── compute_test_output_prediction_metrics.cpython-310.pyc │ │ ├── compute_test_output_prediction_metrics.cpython-311.pyc │ │ ├── pass_k_utils.cpython-310.pyc │ │ ├── pass_k_utils.cpython-311.pyc │ │ ├── testing_util.cpython-310.pyc │ │ ├── testing_util.cpython-311.pyc │ │ ├── utils_execute.cpython-310.pyc │ │ └── utils_execute.cpython-311.pyc │ ├── compute_code_execution_metrics.py │ ├── compute_code_generation_metrics.py │ ├── compute_scores.py │ ├── compute_test_output_prediction_metrics.py │ ├── old_results_check.py │ ├── pass_k_utils.py │ ├── testing_util.py │ └── utils_execute.py ├── lm_styles.py ├── prompts │ ├── __init__.py │ ├── code_execution.py │ ├── code_generation.py │ ├── few_shot_examples │ │ └── generation │ │ │ ├── func.json │ │ │ └── stdin.json │ ├── self_repair.py │ └── test_output_prediction.py ├── pyext │ ├── pyext-0.7.tar.gz │ └── pyext-0.7 │ │ ├── PKG-INFO │ │ ├── README.rst │ │ ├── __pycache__ │ │ └── pyext.cpython-311.pyc │ │ ├── pyext.egg-info │ │ ├── PKG-INFO │ │ ├── SOURCES.txt │ │ ├── dependency_links.txt │ │ └── top_level.txt │ │ ├── pyext.py │ │ ├── setup.cfg │ │ ├── setup.py │ │ └── test │ │ └── test_pyext.py ├── runner │ ├── base_runner.py │ ├── claude3_runner.py │ ├── claude_runner.py │ ├── cohere_runner.py │ ├── custom_evaluator.py │ ├── deepseek_runner.py │ ├── gemini_runner.py │ ├── main.py │ ├── mistral_runner.py │ ├── oai_runner.py │ ├── parser.py │ ├── runner_utils.py │ ├── scenario_router.py │ └── vllm_runner.py └── utils │ ├── extraction_utils.py │ ├── multiprocess.py │ ├── path_utils.py │ └── scenarios.py ├── prompts ├── __pycache__ │ ├── prompts.cpython-311.pyc │ └── prompts_report.cpython-311.pyc ├── prompts.py └── prompts_report.py ├── run_direct_gen.py ├── run_naive_rag.py ├── run_naive_rag_report.py ├── run_search_o1.py ├── run_web_thinker.py ├── run_web_thinker_report.py ├── search ├── __pycache__ │ └── bing_search.cpython-311.pyc └── bing_search.py └── 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