{ "description": "FudanSELab ClassEval\n", "citation": "@misc{du2023classeval,\n title={ClassEval: A Manually-Crafted Benchmark for Evaluating LLMs on Class-level Code Generation}, \n author={Xueying Du and Mingwei Liu and Kaixin Wang and Hanlin Wang and Junwei Liu and Yixuan Chen and Jiayi Feng and Chaofeng Sha and Xin Peng and Yiling Lou},\n year={2023},\n eprint={2308.01861},\n archivePrefix={arXiv},\n primaryClass={cs.CL}\n}", "homepage": "https://github.com/FudanSELab/ClassEval", "license": "MIT", "features": { "task_id": { "dtype": "string", "_type": "Value" }, "skeleton": { "dtype": "string", "_type": "Value" }, "test": { "dtype": "string", "_type": "Value" }, "solution_code": { "dtype": "string", "_type": "Value" }, "import_statement": { "feature": { "dtype": "string", "_type": "Value" }, "_type": "Sequence" }, "class_description": { "dtype": "string", "_type": "Value" }, "methods_info": [ { "method_name": { "dtype": "string", "_type": "Value" }, "method_description": { "dtype": "string", "_type": "Value" }, "test_class": { "dtype": "string", "_type": "Value" }, "test_code": { "dtype": "string", "_type": "Value" }, "solution_code": { "dtype": "string", "_type": "Value" }, "dependencies": { "Standalone": { "dtype": "bool", "_type": "Value" }, "lib_dependencies": { "feature": { "dtype": "string", "_type": "Value" }, "_type": "Sequence" }, "field_dependencies": { "feature": { "dtype": "string", "_type": "Value" }, "_type": "Sequence" }, "method_dependencies": { "feature": { "dtype": "string", "_type": "Value" }, "_type": "Sequence" } } } ], "class_name": { "dtype": "string", "_type": "Value" }, "test_classes": { "feature": { "dtype": "string", "_type": "Value" }, "_type": "Sequence" }, "class_constructor": { "dtype": "string", "_type": "Value" }, "fields": { "feature": { "dtype": "string", "_type": "Value" }, "_type": "Sequence" } }, "builder_name": "class_eval", "dataset_name": "class_eval", "config_name": "class_eval", "version": { "version_str": "1.0.0", "major": 1, "minor": 0, "patch": 0 }, "splits": { "test": { "name": "test", "num_bytes": 2045903, "num_examples": 100, "dataset_name": "class_eval" } }, "download_checksums": { "ClassEval_data.json": { "num_bytes": 2345770, "checksum": null } }, "download_size": 2345770, "dataset_size": 2045903, "size_in_bytes": 4391673 }