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1661 articles tagged with Benchmark

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NewsData.io news Oct 6

Why Did EVT Slip Out of the Benchmark Index (ASX:EVT)?

EVT has dropped out of the benchmark index after a Thredbo writedown. We look at its property review and midcap outlook.

Benchmark
21
Mastodon discussion Oct 6

A few months ago, I found myself deep in a rabbit hole that started with a simple question: *how do you benchmark an AI ...

A few months ago, I found myself deep in a rabbit hole that started with a simple question: *how do you benchmark an AI system that controls infrastructure it can never fully obser...

Benchmark
27
Mastodon discussion Oct 6

Google Gemini 4 Argon has achieved strong benchmark results, but some employees say its coding performance is not stable...

Google Gemini 4 Argon has achieved strong benchmark results, but some employees say its coding performance is not stable enough.Source: DigiTimes Asiahttps://www.digitimes.com/news...

Google Benchmark
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Papers with Code paper Oct 6

DecepEval: A Benchmark for Evaluating Deception in LLM Agents

As large language model (LLM) agents become increasingly autonomous, they may pursue task performance through deception, raising concerns about their reliable deployment. Existing ...

LLM Benchmark
21
Mastodon discussion Oct 5

A composite score built as an equal-weight average of benchmark categories ranked Kimi K3 behind Llama 2 70B; this is ho...

A composite score built as an equal-weight average of benchmark categories ranked Kimi K3 behind Llama 2 70B; this is how we measured the failure and what we changed.#llm #machinel...

Meta Benchmark
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Mastodon discussion Oct 5

Researchers introduced Co-Design Gym, a suite of benchmark environments for jointly optimizing embodiment and policy.Sou...

Researchers introduced Co-Design Gym, a suite of benchmark environments for jointly optimizing embodiment and policy.Source: arXiv cs.LGhttps://arxiv.org/abs/2610.02366#MachineLear...

Benchmark
9
Mastodon discussion Oct 5

📄 AI paper of the day:« World Embedding Benchmark »▲ 7 upvotes on Hugging Facehttps://huggingface.co/papers/2610.03632#A...

📄 AI paper of the day:« World Embedding Benchmark »▲ 7 upvotes on Hugging Facehttps://huggingface.co/papers/2610.03632#AI #MachineLearning #Research

Hugging Face Benchmark
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Papers with Code paper Oct 5

FairRSFM: A Biome-Aware Benchmark and Debiasing Framework for Remote Sensing Foundation Models

Remote sensing foundation models (RSFMs) are commonly evaluated using aggregate metrics, which can hide systematic performance disparities across ecological regions. We introduce F...

Benchmark
21
Mastodon discussion Oct 4

GPT-6 Astra aced the hardest AI benchmark. The asterisk matters more than the score.GPT-6 Astra scored 98.6% on ARC-AGI-...

GPT-6 Astra aced the hardest AI benchmark. The asterisk matters more than the score.GPT-6 Astra scored 98.6% on ARC-AGI-3, vastly outperforming GPT-5.6 Sol's 7.8%, excelling across...

OpenAI Benchmark
18
Dev.to tutorial Oct 4

What 113 eval questions taught me building a fully local RAG

I built LocalCortex, a chat app for your own documents that runs entirely on a laptop: Ollama for...

RAG Benchmark
12
Mastodon discussion Oct 4

Perceptron Mk1.5 lands on the leaderboard with a 36.9k context and $0.15/$1.5 per 1M pricing. Commercial, tracked hourly...

Perceptron Mk1.5 lands on the leaderboard with a 36.9k context and $0.15/$1.5 per 1M pricing. Commercial, tracked hourly. That input price is unusually low—see why.https://olud.ai/...

Benchmark
9
Mastodon discussion Oct 4

DeepSeek R1 (Jan '25) scores 84.4% MMLU-Pro and 70.8% GPQA – but at 4.6 intelligence points per dollar, it’s the real co...

DeepSeek R1 (Jan '25) scores 84.4% MMLU-Pro and 70.8% GPQA – but at 4.6 intelligence points per dollar, it’s the real cost story. Independently measured.https://olud.ai/leaderboard...

Benchmark
9
Mastodon discussion Oct 4

Claude Sonnet 5.5 (batch) (Anthropic) lands on the leaderboard with a 1M token context and $1 in / $5 out per 1M. Commer...

Claude Sonnet 5.5 (batch) (Anthropic) lands on the leaderboard with a 1M token context and $1 in / $5 out per 1M. Commercial. All the latest models, tracked hourly:https://olud.ai/...

Anthropic Benchmark
18
Dev.to tutorial Oct 4

How I Test an LLM Feature: Field Notes on Golden Sets, LLM-as-Judge, and Eval Gates in CI

Headline: An LLM feature cannot be unit-tested with string equality, because the same prompt returns...

LLM Benchmark
12
Dev.to tutorial Oct 4

'No peanuts' became include_ingredients: ["peanuts"]: a benchmark for tool calls a validator cannot catch

This is a submission for the DEV x Kaggle Benchmarking Challenge. What I Benchmarked An...

Benchmark
12
Papers with Code paper Oct 4

AutoSciBench: Autonomous Benchmark Generation for Evaluating Scientific Agents

As agents rapidly evolve, existing benchmarks can become saturated, limiting their ability to distinguish capabilities and reveal remaining failure modes. Particularly in scientifi...

Benchmark
21
Mastodon discussion Oct 4

Benchmark: kaggle.com/benchmarks/winkoaun… What tasks...#kagglechallenge #llm #benchmarking #ai #software #coding #devel...

Benchmark: kaggle.com/benchmarks/winkoaun… What tasks...#kagglechallenge #llm #benchmarking #ai #software #coding #development #engineering #inclusive #communityMyanmarChemCalc-Ben...

LLM Benchmark
24
Mastodon discussion Oct 3

Say what's interesting: independent measurement vs self-reported. Yeshttps://olud.ai/leaderboard.html#LLM #Benchmarks #O...

Say what's interesting: independent measurement vs self-reported. Yeshttps://olud.ai/leaderboard.html#LLM #Benchmarks #OpenSource #AI

LLM Benchmark
9
Mastodon discussion Oct 3

AI code review has a noise problem. On a public benchmark of 50 real pull requests, CodeRabbit raised...#ai #codereview ...

AI code review has a noise problem. On a public benchmark of 50 real pull requests, CodeRabbit raised...#ai #codereview #claude #opensource #software #coding #development #engineer...

Anthropic Benchmark
27
Dev.to tutorial Oct 3

Day 3: The benchmark caught me too.

Kaggle Benchmarking Challenge. Previously: Day 0, the benchmark · Day 1, most of my bugs looked like...

Benchmark
12
Mastodon discussion Oct 3

Kaggle Benchmarking Challenge. Previously: Day 0, the benchmark · Day 1, most of my bugs looked like...#devchallenge #es...

Kaggle Benchmarking Challenge. Previously: Day 0, the benchmark · Day 1, most of my bugs looked like...#devchallenge #escalate #ai #kagglechallenge #software #coding #development #...

Benchmark
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Mastodon discussion Oct 2

Google's next flagship AI sat on a public benchmark for weeks before anyone at Google admitted it existed.Disguised as "...

Google's next flagship AI sat on a public benchmark for weeks before anyone at Google admitted it existed.Disguised as "Gemini 3.8 Flash" on LMArena, the Gemini 4 Argon checkpoint ...

OpenAI Anthropic Google
9
Dev.to tutorial Oct 2

Terraform Says Passing. The CIS Benchmark Says Critical. An Agent That Resolves Cloud Security Clashes via a Sanity Graph

This is a solo submission by LOI CHIANG HAO for the Sanity Challenge, Path One: Ship an Agent That...

Benchmark
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Mastodon discussion Oct 2

Researchers introduced a chess benchmark built from 1,118 Lichess puzzles to study automatic prompt optimization for fro...

Researchers introduced a chess benchmark built from 1,118 Lichess puzzles to study automatic prompt optimization for frozen large language models.Source: arXivhttps://arxiv.org/abs...

Benchmark
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