A Comparative Performance Analysis of SymTax on Five Citation Recommendation Datasets Post date August 26, 2025 Post author By Hyperbole Post categories In ai-benchmarking, arsyta-dataset, citation-recommendation, information-retrieval, model-evaluation, nlp, scientometrics, state-of-the-art-ai
The Illusion of Accuracy in AI Models Post date August 21, 2025 Post author By Uju Post categories In ai-accuracy, ai-black-box, high-ai-accuracy, machine-learning, misleading-ai-stats, model-evaluation, predictive-modeling, real-world-ai-systems
Deep Dive into LLM Scaling: Multi-Token Prediction’s Impact on Coding Accuracy Post date July 22, 2025 Post author By Cosmological thinking: time, space and universal causation Post categories In coding-accuracy, deep-learning-insights, humaneval, llm-scaling-analysis, mbpp, model-evaluation, multi-token-prediction, transformer-architecture
Modified Intersection over Union (M-IoU) for Sequence Labeling Evaluation Post date May 28, 2025 Post author By Highlighter Post categories In explanatory-feedback, f1-score-limitations, human-judgment, m-iou, m-iou-validation, model-evaluation, nlp-metrics, praise-analysis
Definitive Guide to AI Benchmarks: Comparing Models, Testing Your Own, and Understanding the Future Post date March 7, 2025 Post author By Dilpreetgrover Post categories In ai, benchmark, benchmarking-process, model-evaluation, testing
Speedrun Your Understanding of Machine Learning.. in 52 seconds 🏎️ Post date August 20, 2024 Post author By sukharev Post categories In feature-engineering, hackernoon-top-story, machine-learning, model-evaluation, neural-networks, reinforcement-learning, supervised-learning, unsupervised-learning
Comprehensive Metrics Guide for Evaluating Recommendation Systems Post date June 18, 2024 Post author By Armin Norouzi, Ph.D Post categories In deep-learning, evaluation-metric, machine-learning, model-evaluation, recommendation-system
What is a Confusion Matrix and How is it Used in Evaluating Model Performance Post date February 28, 2023 Post author By Omardonia Post categories In confusion-matrix, evaluation-metric, machine-learning, model-evaluation, model-performance
Sciencx
Sciencx