AI Research

AI & ML Research Papers

A comprehensive index of artificial intelligence and machine-learning research with AI-generated summaries, citation metrics, and direct links to papers and code.

All Papers

2 papers

Preprint2026

Holistic agent leaderboard: The missing infrastructure for ai agent evaluation

Unknown

This paper proposes a holistic agent leaderboard to standardize AI agent evaluation and address common pitfalls, shifting focus from benchmark-acing to real-world utility.

0Jan 1, 2026Benchmarks

Preprint2026

AgentAtlas: Beyond Outcome Leaderboards for LLM Agents

Unknown

AgentAtlas proposes a framework for evaluating LLM agents beyond final task success, instantiated through four components.

0May 1, 2026

arXiv