Latest Articles for Benchmark

A new benchmark improves evaluation of how models learn visual concepts.

A new method enhances evaluation for Knowledge Graph completion models.

ScienceBenchmark offers a new benchmark for complex scientific databases.

This article discusses a benchmark for assessing LLMs against tricky prompts.

A benchmark for assessing image similarity based on user-defined conditions.

New library enhances AI training and evaluation in NetHack.

New software streamlines parameter optimization for neural models, enhancing research efficiency.

A new benchmark called FedNoisy helps tackle noisy labels in federated learning.

New benchmarks improve robots' ability to assist in household tasks.

FLGo platform streamlines federated learning for researchers with flexible tools.

New methods aim to enhance the robustness of table question answering systems.

This article explores a benchmark tool for assessing biases in language models.

HEPScore aims to improve computing performance evaluation in particle physics research.

A benchmark framework to assess dynamic point removal methods for robots.

MindOpt Tuner optimizes numerical software performance by automating hyperparameter adjustments.

A method to improve deep learning efficiency on limited devices.

This work proposes guidelines to measure congestion control performance effectively.

New research highlights the importance of ripple effects in updating language models.

A new method helps computers relate sketches to real images effectively.

Evaluating models' ability to estimate uncertainty for improved predictions.

New methods to protect 3D recognition systems from adversarial examples.

A closer look at how generative models behave and what it means for research.

LISA improves machine understanding of complex user instructions.

New research improves matching images with text by addressing mismatched relations.

A novel approach uses wider networks to improve evaluation quality of language models.

Examining the impact of synthetic data on AI model performance and learning.

New benchmarks using generative AI improve data table combination techniques.

A new benchmark for offline RL enhances strategies in StarCraft II.

Automated tools enhance penetration testing through AI integration and task management.

New methods improve how machines assess spatial relationships within images.

This study investigates quantum computing techniques for improving satellite image acquisition scheduling.

Investigating CXL memory's role in enhancing high-performance computing systems.

A standardized benchmark to improve biomedical entity linking and research comparisons.

This article reviews benchmarks for assessing languages that integrate logic rules.

New methods improve video classification using limited labeled data.

Languini Kitchen supports researchers in language modelling with fair comparisons and better datasets.

Introducing SALSA-CLRS to improve algorithm evaluation using sparse graphs.

Research highlights AI's role in improving cloud masking techniques for satellite data.

New methods improve keyword spotting using available reading speech data.

A novel model effectively integrates 2D and 3D image processing.