Top 12 Code Generation LM Evaluation Harness alternatives

AlpacaEval is an open-source tool designed to automatically evaluate the performance of instruction-following language m...

ANN-Benchmarks is a standardized benchmarking framework for evaluating and comparing the performance of approximate near...

ARES is a framework designed for automated evaluation of Retrieval-Augmented Generation (RAG) models, focusing on perfor...

BEIR is a benchmark and evaluation framework for information retrieval (IR) tasks, designed to assess the performance of...

C-Eval is a benchmarking tool designed to evaluate the performance of foundation models on Chinese language tasks. It pr...

COMET is an open-source framework designed for evaluating machine translation models by comparing predictions against hu...

Deepchecks is an open-source Python library designed for validating machine learning models and data integrity throughou...

DeepEval is an open-source framework designed for evaluating large language model (LLM) applications, offering tools to ...

DomainBed is a benchmark suite designed for evaluating domain generalization algorithms in machine learning. It provides...

EvalAI is an open-source platform designed to facilitate large-scale evaluation of AI models by providing a standardized...

Evalchemy provides a standardized framework for evaluating the performance of post-trained language models, offering met...

EvalPlus is a specialized evaluation framework designed for assessing large language models (LLMs) in code generation ta...