1661 articles tagged with Benchmark
Incident-Arena is a human-built benchmark of twenty tasks that deploy production applications to Kubernetes clusters and inject faults.Source: arXivhttps://arxiv.org/abs/2610.00648...
O primeiro eval do meu agente deu 8 de 8. Nota máxima em todas as rubricas, em todos os casos,...
This is a submission for the Kaggle Benchmarking Challenge What I Benchmarked Current...
DoGBench: The first user-facing docs generation benchmark. No model scores >50%https://dogbench.ai/#ai
Physical fidelity has received increasing attention in world models and video generation, yet how video representations encode physical information remains less understood. We intr...
A benchmark score compares a system output against a reference, and methodological attention falls almost entirely on the first term. We measure the second. The retained annotation...
The smartest LLMs still aren’t ready to fly solo as pen testers. A new benchmark shows why. https://jpmellojr.blogspot.com/2026/10/why-smartest-llms-are-not-so-smart-pen.html#AI #R...
This is a submission for the Kaggle Benchmarking Challenge. Public leaderboards love telling us...
My first green eval run was worthless: the training data and the test set came from the same sources, so the model was reciting. Fixing that exposed two more traps. Three runs of o...
This is a submission for the Kaggle Benchmarking Challenge In the first Evidence Boundary...
The CARAT benchmark evaluates whether materials language models reason about crystal structures or simply repeat information from their inputs.Source: arXivhttps://arxiv.org/abs/26...
The old runner returned alreadyCompleted after a character's privateGoal changed. The case filename,...
I keep a tiny eval set of 10 real tasks and rerun them whenever a “better” model drops.Half the hype fails that test. The other half quietly wins on boring stuff: fewer retries, cl...
LLMs are increasingly applied to cybersecurity workflows, where they are expected to translate analysts' intent into tool invocations. However, existing evaluations focus on knowle...
Recent video generation models can produce highly realistic videos from natural language instructions, with visual quality approaching cinematic standards. Existing evaluation benc...
What makes great scientists great? Even as AI systems start to make progress on open problems, scientists remain far ahead of them at sensing which prior idea, buried in an ever-gr...
3D editing methods are usually tested on a single edit, yet an asset is built through a long sequence of revisions, each of which must implement the requested change while leaving ...
📰 Google Unveils Gemini 4 Argon, Retaking Benchmark Lead Over OpenAI and AnthropicGoogle has unveiled Gemini 4 Argon, a new frontier AI model that it says leads or ties rivals on 1...
This is a submission for the Kaggle Benchmarking Challenge What I Benchmarked As part of...
Every person who has tried to make a 2B model do real work on their own machine knows the failure...
Claude Opus 5.5 nerf claims finally meet a day-0 baseline: livenerf tests it daily for 30 days. First possible call: around October 24.
what i'd actually do this week:1. put gpt-6.1 sol and sonnet 5.5 on the same eval set2. compare cost per task, not per token3. keep astra and opus only for what the cheap ones fail...
Is the model actually getting worse, or did I just get unlucky on a handful of prompts?
This is a submission for the Kaggle Benchmarking Challenge What I Benchmarked Most...