Clembench

What is Clembench ?

Clembench is a tool designed to help users browse and compare language model leaderboards. It provides a platform for evaluating and analyzing the performance of different language models, particularly in the domain of Visual QA (Question Answering). Clembench enables users to explore benchmark results, compare model performance, and gain insights into the capabilities of various language models.

Features

• Interactive Dashboard: Access a user-friendly interface to explore benchmark results. • Model Comparison: Compare performance metrics across multiple language models. • Real-Time Filtering: Narrow down results by metrics, datasets, or models. • Detailed Analytics: Dive into in-depth performance statistics for each model. • Benchmarking: Test and evaluate language models against standard benchmarks.

How to use Clembench ?

1. Access Clembench: Navigate to the Clembench platform via your preferred browser.
2. Select Models: Choose the language models you want to compare from the available list.
3. Apply Filters: Use filters to refine results based on specific metrics, datasets, or tasks.
4. Analyze Results: Review the performance metrics and visualizations to understand model strengths and weaknesses.
5. Compare Performance: Use side-by-side comparisons to evaluate model effectiveness.

Frequently Asked Questions

What types of models are supported on Clembench?
Clembench supports a wide range of language models, including but not limited to SOTA (State-of-the-Art) models in Visual QA.

How often are the leaderboards updated?
The leaderboards are regularly updated to reflect the latest advancements in language model research.

Can I export the comparison data?
Yes, Clembench allows users to export data and visualizations for further analysis or reporting.