Why I spun my benchmark into its own repo (and why every dev tool with a benchmark should)
This week I shipped a benchmark for code-intelligence MCP servers and posted the results — including...
#Benchmark
702 articles tagged with Benchmark
New CASIA Benchmark Exposes Fragmented Face Swapping EvaluationCASIA researchers released a face swapping survey and ben...
New CASIA Benchmark Exposes Fragmented Face Swapping EvaluationCASIA researchers released a face swapping survey and benchmark on April 27, 2026, aiming to standardize evaluation a...
ARMOR 2025: Military Safety Benchmark Exposes LLM Gaps Across 21 ModelsARMOR 2025 benchmark tests 21 LLMs against milita...
ARMOR 2025: Military Safety Benchmark Exposes LLM Gaps Across 21 ModelsARMOR 2025 benchmark tests 21 LLMs against military legal doctrines, revealing critical safety gaps that civi...
📰 Agentic AI Boosts Trip Planning Accuracy to 77.4% | Ground Truth Benchmark 2026A groundbreaking agentic AI framework a...
📰 Agentic AI Boosts Trip Planning Accuracy to 77.4% | Ground Truth Benchmark 2026A groundbreaking agentic AI framework achieves 77.4% accuracy in trip planning optimization, solvin...
The 3-Layer Eval Stack: Ground Truth, Judgment Patterns, and Feedback Loops That Compound Over Time
One of Wall Street's Best Law Firms Shipped AI Hallucinations Into Federal Court. Your Agent...
A Benchmark for Interactive World Models with a Unified Action Generation Framework
Achieving Artificial General Intelligence (AGI) requires agents that learn and interact adaptively, with interactive world models providing scalable environments for perception, re...
PatRe: A Full-Stage Office Action and Rebuttal Generation Benchmark for Patent Examination
Patent examination is a complex, multi-stage process requiring both technical expertise and legal reasoning, increasingly challenged by rising application volumes. Prior benchmarks...
How to diagnose where your RAG agent fabricates: an open-source A/B eval workflow with cross-lab blind judges
TL;DR: I caught my own RAG agent telling a customer with a severe nut allergy which dishes were...
For years we’ve been pushing the most advanced AI, highlighting benchmark wins and explaining why it’s the best. People ...
For years we’ve been pushing the most advanced AI, highlighting benchmark wins and explaining why it’s the best. People listen, but real-world adoption still lags. The problem isn’...
Tigo Energy Breaks Global Growth Benchmark; Boosts U.S. Energy Feature in Predict+
LOS GATOS, Calif.--(BUSINESS WIRE)--Tigo Energy, Inc. (NASDAQ: TYGO) (“Tigo” or “Company”), a leading provider of intelligent solar and energy solutions, today announced that the P...
joshawome/chainreason: A benchmark for evaluating LLM reasoning on Ethereum and DeFi tasks
A benchmark for evaluating LLM reasoning on Ethereum and DeFi tasks
KinDER: A Physical Reasoning Benchmark for Robot Learning and Planning
Robotic systems that interact with the physical world must reason about kinematic and dynamic constraints imposed by their own embodiment, their environment, and the task at hand. ...
Do LLMs understand coordinates?: ’A new #benchmark called #GPSBench evaluates 14 #LLM-s across 17 coordinate manipulatio...
Do LLMs understand coordinates?: ’A new #benchmark called #GPSBench evaluates 14 #LLM-s across 17 coordinate manipulation and reasoning tasks and finds that models handle real-worl...
📰 China's AI Advancement in 2026: DeepSeek Shatters US Benchmark ClaimsChina's AI progress, led by DeepSeek, contradicts...
📰 China's AI Advancement in 2026: DeepSeek Shatters US Benchmark ClaimsChina's AI progress, led by DeepSeek, contradicts recent US government claims of an eight-month lag. Governme...
I Built a Benchmark for the Failures Generic LLM Evaluations Miss
I Built a Benchmark for the Failures Generic LLM Evaluations Miss Generic LLM benchmarks...
When Your Training Loss Is Lying to You Building a Tenacious-Specific Sales Outreach Benchmark Eyoel Nebiyu · May 2026
This post documents a real negative result: my trained model worked… but a well-written prompt worked...
Tenacious-Bench v0.1: a small B2B sales-outreach benchmark with contamination checks
General sales benchmarks often miss how real outbound agents fail: overclaiming on weak signals,...
ESARBench: A Benchmark for Agentic UAV Embodied Search and Rescue
The rapid advancement of Multimodal Large Language Models (MLLMs) has empowered Unmanned Aerial Vehicle (UAV) with exceptional capabilities in spatial reasoning, semantic understan...
🧠 A benchmark for evaluating AI commerce systems has been proposed to standardize performance measurements across the in...
🧠 A benchmark for evaluating AI commerce systems has been proposed to standardize performance measurements across the industry. The effort aims to create consistent metrics similar...
The SDK You Pick Matters More Than the Model — A 13-LLM Benchmark on the Same Agentic Task
If you have ever built an agent that walks a codebase, calls tools, and writes structured output, you...
Why Your Agent Eval Suite Is a Security Audit, Not a QA Exercise
Most engineering teams are building agent eval the way they built QA — pass/fail checks, CI gates, a...
Benchmark
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The Human Creativity Benchmark - Evaluating Generative AI in Creative Workhttps://contralabs.com/research/human-creativi...
The Human Creativity Benchmark - Evaluating Generative AI in Creative Workhttps://contralabs.com/research/human-creativity-benchmark#HackerNews #Tech #AI
I corrected my own benchmark claim from 91.5% to 88%. Here's what changed.
A week after shipping a flattering tokens-saved number for my AI context tool, I noticed it was apples-to-oranges. Here's the workload-matched redo, the smaller honest number, and ...