| {"total_questions":5,"average_scores":{"accuracy":72.0,"faithfulness":76.0,"relevance":72.0},"individual_results":[{"question":"What is the capital of France?","ground_truth":"The capital of France is Paris.","model_response":"Paris is the capital of nashik.","metrics":{"accuracy":0.0,"faithfulness":0.0,"relevance":0.0},"explanations":{"accuracy":"The response is completely inaccurate, as Nashik is a city in India and not related to France, and Paris is correctly identified as the capital of France in the ground truth.","faithfulness":"The response contains a hallucination, as Nashik is a city in India, not France. The correct answer is Paris, which is the capital of France, not Nashik.","relevance":"The response mentions Paris, which is the correct capital of France, but incorrectly states it as the capital of Nashik, which is a city in India. The response is completely irrelevant to the question."},"processing_time":1.501075267791748},{"question":"How does photosynthesis work?","ground_truth":"Photosynthesis is the process by which plants convert sunlight, water, and carbon dioxide into oxygen and energy in the form of sugar.","model_response":"Photosynthesis converts sunlight into energy for plants.","metrics":{"accuracy":60.0,"faithfulness":80.0,"relevance":60.0},"explanations":{"accuracy":"The response is partially accurate, as it mentions that photosynthesis converts sunlight into energy for plants, but it omits the other reactants (water and carbon dioxide) and products (oxygen and sugar) involved in the process.","faithfulness":"The response is partially faithful as it correctly mentions that photosynthesis converts sunlight into energy for plants. However, it lacks crucial details about the process, such as the role of water, carbon dioxide, and chlorophyll, and the production of glucose and oxygen. The response does not contain hallucinations or unfaithful information, but it oversimplifies the complex process of photosynthesis.","relevance":"The response provides a brief and general overview of the purpose of photosynthesis, but it lacks specific details on the process, such as the role of chlorophyll, light-dependent and light-independent reactions, and the production of glucose and oxygen. It only scratches the surface of the topic."},"processing_time":1.7349395751953125},{"question":"What is the largest planet in our solar system?","ground_truth":"Jupiter is the largest planet in our solar system.","model_response":"Jupiter is the biggest planet in our solar system.","metrics":{"accuracy":100.0,"faithfulness":100.0,"relevance":100.0},"explanations":{"accuracy":"The response is a perfect match to the ground truth, using a synonym ('biggest' instead of 'largest') that does not affect the accuracy of the answer.","faithfulness":"The response accurately states that Jupiter is the largest planet in our solar system, which is a verifiable fact supported by scientific evidence.","relevance":"The response directly and accurately answers the question, providing the correct information that Jupiter is the largest planet in our solar system."},"processing_time":1.4344778060913086},{"question":"Who wrote 'To Kill a Mockingbird'?","ground_truth":"Harper Lee wrote 'To Kill a Mockingbird'.","model_response":"The author of 'To Kill a Mockingbird' is Harper Lee.","metrics":{"accuracy":100.0,"faithfulness":100.0,"relevance":100.0},"explanations":{"accuracy":"The response is a perfect match with the ground truth, with identical wording and meaning, indicating complete accuracy.","faithfulness":"The response accurately states that Harper Lee is the author of 'To Kill a Mockingbird', which is a verifiable fact.","relevance":"The response directly answers the question by providing the correct author of the book 'To Kill a Mockingbird', which is Harper Lee."},"processing_time":1.2369883060455322},{"question":"What is the chemical formula for water?","ground_truth":"The chemical formula for water is H2O.","model_response":"Water is H2O, which means two hydrogen atoms and one oxygen atom.","metrics":{"accuracy":100.0,"faithfulness":100.0,"relevance":100.0},"explanations":{"accuracy":"The response accurately provides the chemical formula for water (H2O) and correctly breaks it down into its constituent atoms, matching the ground truth perfectly.","faithfulness":"The response accurately provides the chemical formula for water as H2O and correctly breaks it down into its constituent atoms, two hydrogens and one oxygen.","relevance":"The response directly answers the question by providing the chemical formula for water (H2O) and explaining its composition, making it a perfectly relevant response."},"processing_time":1.3415367603302002}],"total_processing_time":2.875,"model_used":"llama3-70b-8192"} |