| [ | |
| { | |
| "title": "All scenarios", | |
| "header": [ | |
| { | |
| "value": "Group", | |
| "markdown": false, | |
| "metadata": {} | |
| }, | |
| { | |
| "value": "Description", | |
| "markdown": false, | |
| "metadata": {} | |
| }, | |
| { | |
| "value": "Adaptation method", | |
| "description": "Adaptation strategy (e.g., generation)", | |
| "markdown": false, | |
| "metadata": {} | |
| }, | |
| { | |
| "value": "# instances", | |
| "description": "Number of instances evaluated on", | |
| "markdown": false, | |
| "metadata": {} | |
| }, | |
| { | |
| "value": "# references", | |
| "description": "Number of references provided per instance", | |
| "markdown": false, | |
| "metadata": {} | |
| }, | |
| { | |
| "value": "# prompt tokens", | |
| "description": "Total number of prompt tokens", | |
| "markdown": false, | |
| "metadata": {} | |
| }, | |
| { | |
| "value": "# completion tokens", | |
| "description": "Total number of completion tokens", | |
| "markdown": false, | |
| "metadata": {} | |
| }, | |
| { | |
| "value": "# models", | |
| "description": "Number of models we're evaluating", | |
| "markdown": false, | |
| "metadata": {} | |
| } | |
| ], | |
| "rows": [ | |
| [ | |
| { | |
| "value": "Core scenarios", | |
| "href": "?group=core_scenarios", | |
| "markdown": false | |
| }, | |
| { | |
| "value": "The scenarios where we evaluate all the models.", | |
| "markdown": true | |
| }, | |
| { | |
| "value": "generation, multiple_choice_joint", | |
| "markdown": false | |
| }, | |
| { | |
| "value": 242.0, | |
| "description": "min=8, mean=242, max=1000, sum=4114 (17)", | |
| "markdown": false | |
| }, | |
| { | |
| "value": 2.9411764705882355, | |
| "description": "min=1, mean=2.941, max=4, sum=150 (51)", | |
| "markdown": false | |
| }, | |
| { | |
| "value": 26153.916629538737, | |
| "description": "min=206.779, mean=512.822, max=1497.455, sum=26153.917 (51)", | |
| "markdown": false | |
| }, | |
| { | |
| "value": 522.4981052660844, | |
| "description": "min=1, mean=10.245, max=145.623, sum=522.498 (51)", | |
| "markdown": false | |
| }, | |
| { | |
| "value": 1, | |
| "markdown": false | |
| } | |
| ] | |
| ], | |
| "links": [] | |
| }, | |
| { | |
| "title": "Scenarios", | |
| "header": [ | |
| { | |
| "value": "Group", | |
| "markdown": false, | |
| "metadata": {} | |
| }, | |
| { | |
| "value": "Description", | |
| "markdown": false, | |
| "metadata": {} | |
| }, | |
| { | |
| "value": "Adaptation method", | |
| "description": "Adaptation strategy (e.g., generation)", | |
| "markdown": false, | |
| "metadata": {} | |
| }, | |
| { | |
| "value": "# instances", | |
| "description": "Number of instances evaluated on", | |
| "markdown": false, | |
| "metadata": {} | |
| }, | |
| { | |
| "value": "# references", | |
| "description": "Number of references provided per instance", | |
| "markdown": false, | |
| "metadata": {} | |
| }, | |
| { | |
| "value": "# prompt tokens", | |
| "description": "Total number of prompt tokens", | |
| "markdown": false, | |
| "metadata": {} | |
| }, | |
| { | |
| "value": "# completion tokens", | |
| "description": "Total number of completion tokens", | |
| "markdown": false, | |
| "metadata": {} | |
| }, | |
| { | |
| "value": "# models", | |
| "description": "Number of models we're evaluating", | |
| "markdown": false, | |
| "metadata": {} | |
| } | |
| ], | |
| "rows": [ | |
| [ | |
| { | |
| "value": "NarrativeQA", | |
| "href": "?group=narrative_qa", | |
| "markdown": false | |
| }, | |
| { | |
| "value": "The NarrativeQA benchmark for reading comprehension over narratives [(Ko\u010disk\u00fd et al., 2017)](https://aclanthology.org/Q18-1023/).", | |
| "markdown": true | |
| }, | |
| { | |
| "value": "", | |
| "markdown": false | |
| }, | |
| { | |
| "markdown": false | |
| }, | |
| { | |
| "markdown": false | |
| }, | |
| { | |
| "markdown": false | |
| }, | |
| { | |
| "markdown": false | |
| }, | |
| { | |
| "value": 0, | |
| "markdown": false | |
| } | |
| ], | |
| [ | |
| { | |
| "value": "NaturalQuestions (closed-book)", | |
| "href": "?group=natural_qa_closedbook", | |
| "markdown": false | |
| }, | |
| { | |
| "value": "The NaturalQuestions [(Kwiatkowski et al., 2019)](https://aclanthology.org/Q19-1026/) benchmark for question answering based on naturally-occurring queries through Google Search. The input does not include the Wikipedia page with the answer.", | |
| "markdown": true | |
| }, | |
| { | |
| "value": "", | |
| "markdown": false | |
| }, | |
| { | |
| "markdown": false | |
| }, | |
| { | |
| "markdown": false | |
| }, | |
| { | |
| "markdown": false | |
| }, | |
| { | |
| "markdown": false | |
| }, | |
| { | |
| "value": 0, | |
| "markdown": false | |
| } | |
| ], | |
| [ | |
| { | |
| "value": "NaturalQuestions (open-book)", | |
| "href": "?group=natural_qa_openbook_longans", | |
| "markdown": false | |
| }, | |
| { | |
| "value": "The NaturalQuestions [(Kwiatkowski et al., 2019)](https://aclanthology.org/Q19-1026/) benchmark for question answering based on naturally-occurring queries through Google Search. The input includes the Wikipedia page with the answer.", | |
| "markdown": true | |
| }, | |
| { | |
| "value": "", | |
| "markdown": false | |
| }, | |
| { | |
| "markdown": false | |
| }, | |
| { | |
| "markdown": false | |
| }, | |
| { | |
| "markdown": false | |
| }, | |
| { | |
| "markdown": false | |
| }, | |
| { | |
| "value": 0, | |
| "markdown": false | |
| } | |
| ], | |
| [ | |
| { | |
| "value": "OpenbookQA", | |
| "href": "?group=openbookqa", | |
| "markdown": false | |
| }, | |
| { | |
| "value": "The OpenbookQA benchmark for commonsense-intensive open book question answering [(Mihaylov et al., 2018)](https://aclanthology.org/D18-1260/).", | |
| "markdown": true | |
| }, | |
| { | |
| "value": "multiple_choice_joint", | |
| "markdown": false | |
| }, | |
| { | |
| "value": 500.0, | |
| "description": "min=500, mean=500, max=500, sum=500 (1)", | |
| "markdown": false | |
| }, | |
| { | |
| "value": 4.0, | |
| "description": "min=4, mean=4, max=4, sum=12 (3)", | |
| "markdown": false | |
| }, | |
| { | |
| "value": 754.668, | |
| "description": "min=251.556, mean=251.556, max=251.556, sum=754.668 (3)", | |
| "markdown": false | |
| }, | |
| { | |
| "value": 3.0, | |
| "description": "min=1, mean=1, max=1, sum=3 (3)", | |
| "markdown": false | |
| }, | |
| { | |
| "value": 1, | |
| "markdown": false | |
| } | |
| ], | |
| [ | |
| { | |
| "value": "MMLU (Massive Multitask Language Understanding)", | |
| "href": "?group=mmlu", | |
| "markdown": false | |
| }, | |
| { | |
| "value": "The Massive Multitask Language Understanding (MMLU) benchmark for knowledge-intensive question answering across 57 domains [(Hendrycks et al., 2021)](https://arxiv.org/pdf/2009.03300.pdf).", | |
| "markdown": true | |
| }, | |
| { | |
| "value": "multiple_choice_joint", | |
| "markdown": false | |
| }, | |
| { | |
| "value": 56.7, | |
| "description": "min=8, mean=56.7, max=114, sum=567 (10)", | |
| "markdown": false | |
| }, | |
| { | |
| "value": 4.0, | |
| "description": "min=4, mean=4, max=4, sum=120 (30)", | |
| "markdown": false | |
| }, | |
| { | |
| "value": 14170.841555023922, | |
| "description": "min=354.455, mean=472.361, max=612.798, sum=14170.842 (30)", | |
| "markdown": false | |
| }, | |
| { | |
| "value": 30.0, | |
| "description": "min=1, mean=1, max=1, sum=30 (30)", | |
| "markdown": false | |
| }, | |
| { | |
| "value": 1, | |
| "markdown": false | |
| } | |
| ], | |
| [ | |
| { | |
| "value": "GSM8K (Grade School Math)", | |
| "href": "?group=gsm", | |
| "markdown": false | |
| }, | |
| { | |
| "value": "The grade school math word problems dataset (GSM8K) for testing mathematical reasoning on grade-school math problems [(Cobbe et al., 2021)](https://arxiv.org/pdf/2110.14168.pdf).", | |
| "markdown": true | |
| }, | |
| { | |
| "value": "generation", | |
| "markdown": false | |
| }, | |
| { | |
| "value": 1000.0, | |
| "description": "min=1000, mean=1000, max=1000, sum=1000 (1)", | |
| "markdown": false | |
| }, | |
| { | |
| "value": 1.0, | |
| "description": "min=1, mean=1, max=1, sum=3 (3)", | |
| "markdown": false | |
| }, | |
| { | |
| "value": 2818.746, | |
| "description": "min=939.582, mean=939.582, max=939.582, sum=2818.746 (3)", | |
| "markdown": false | |
| }, | |
| { | |
| "value": 436.86899999999997, | |
| "description": "min=145.623, mean=145.623, max=145.623, sum=436.869 (3)", | |
| "markdown": false | |
| }, | |
| { | |
| "value": 1, | |
| "markdown": false | |
| } | |
| ], | |
| [ | |
| { | |
| "value": "MATH", | |
| "href": "?group=math_chain_of_thought", | |
| "markdown": false | |
| }, | |
| { | |
| "value": "The MATH benchmark for measuring mathematical problem solving on competition math problems with chain-of-thought style reasoning [(Hendrycks et al., 2021)](https://arxiv.org/pdf/2103.03874.pdf).", | |
| "markdown": true | |
| }, | |
| { | |
| "value": "", | |
| "markdown": false | |
| }, | |
| { | |
| "markdown": false | |
| }, | |
| { | |
| "markdown": false | |
| }, | |
| { | |
| "markdown": false | |
| }, | |
| { | |
| "markdown": false | |
| }, | |
| { | |
| "value": 0, | |
| "markdown": false | |
| } | |
| ], | |
| [ | |
| { | |
| "value": "LegalBench", | |
| "href": "?group=legalbench", | |
| "markdown": false | |
| }, | |
| { | |
| "value": "LegalBench is a large collaboratively constructed benchmark of legal reasoning tasks [(Guha et al, 2023)](https://arxiv.org/pdf/2308.11462.pdf).", | |
| "markdown": true | |
| }, | |
| { | |
| "value": "generation", | |
| "markdown": false | |
| }, | |
| { | |
| "value": 409.4, | |
| "description": "min=95, mean=409.4, max=1000, sum=2047 (5)", | |
| "markdown": false | |
| }, | |
| { | |
| "value": 1.0, | |
| "description": "min=1, mean=1, max=1, sum=15 (15)", | |
| "markdown": false | |
| }, | |
| { | |
| "value": 8409.66107451482, | |
| "description": "min=206.779, mean=560.644, max=1497.455, sum=8409.661 (15)", | |
| "markdown": false | |
| }, | |
| { | |
| "value": 52.629105266084636, | |
| "description": "min=1, mean=3.509, max=13.412, sum=52.629 (15)", | |
| "markdown": false | |
| }, | |
| { | |
| "value": 1, | |
| "markdown": false | |
| } | |
| ], | |
| [ | |
| { | |
| "value": "MedQA", | |
| "href": "?group=med_qa", | |
| "markdown": false | |
| }, | |
| { | |
| "value": "MedQA is an open domain question answering dataset composed of questions from professional medical board exams ([Jin et al. 2020](https://arxiv.org/pdf/2009.13081.pdf)).", | |
| "markdown": true | |
| }, | |
| { | |
| "value": "", | |
| "markdown": false | |
| }, | |
| { | |
| "markdown": false | |
| }, | |
| { | |
| "markdown": false | |
| }, | |
| { | |
| "markdown": false | |
| }, | |
| { | |
| "markdown": false | |
| }, | |
| { | |
| "value": 0, | |
| "markdown": false | |
| } | |
| ], | |
| [ | |
| { | |
| "value": "WMT 2014", | |
| "href": "?group=wmt_14", | |
| "markdown": false | |
| }, | |
| { | |
| "value": "WMT 2014 is a collection of machine translation datasets [(website)](https://www.statmt.org/wmt14/index.html).", | |
| "markdown": true | |
| }, | |
| { | |
| "value": "", | |
| "markdown": false | |
| }, | |
| { | |
| "markdown": false | |
| }, | |
| { | |
| "markdown": false | |
| }, | |
| { | |
| "markdown": false | |
| }, | |
| { | |
| "markdown": false | |
| }, | |
| { | |
| "value": 0, | |
| "markdown": false | |
| } | |
| ] | |
| ], | |
| "links": [] | |
| } | |
| ] |