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AI Benchmark

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WeatherBench

WeatherBench is a weather forecasting benchmark associated with Research community.

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TREC

TREC is a text retrieval evaluation conference associated with NIST.

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MTEB

MTEB is a massive text embedding benchmark associated with Hugging Face ecosystem.

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QNLI

QNLI is a question-answer natural language inference task associated with GLUE Benchmark.

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RTE

RTE is a recognizing textual entailment task associated with GLUE Benchmark.

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STS-B

STS-B is a semantic textual similarity benchmark associated with SemEval.

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Arcade Learning Environment

Arcade Learning Environment is a Atari reinforcement learning environment associated with Research community.

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MiniGrid

MiniGrid is a gridworld reinforcement learning environment associated with Farama Foundation.

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BabyAI

BabyAI is a language-grounded RL environment associated with Meta AI.

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DeepMind Control Suite

DeepMind Control Suite is a continuous control benchmark associated with Google DeepMind.

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DeepMind Lab

DeepMind Lab is a 3D learning environment associated with Google DeepMind.

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NetHack Learning Environment

NetHack Learning Environment is a reinforcement learning environment associated with Meta AI.

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Crafter

Crafter is a open-ended survival environment associated with Research community.

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Meta-World

Meta-World is a robotic manipulation benchmark associated with Research community.

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ARC-AGI

ARC-AGI is a abstraction and reasoning benchmark associated with ARC Prize Foundation.

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Abstraction and Reasoning Corpus

Abstraction and Reasoning Corpus is a abstract reasoning benchmark associated with Research community.

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BIRD-SQL

BIRD-SQL is a text-to-SQL benchmark associated with Research community.

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PromptBench

PromptBench is a benchmarking framework for prompt robustness associated with Microsoft.

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CyberSecEval

CyberSecEval is a cybersecurity evaluation benchmark suite associated with Meta.

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MLE-bench

MLE-bench is a benchmark for machine learning engineering agents associated with OpenAI.

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Cybench

Cybench is a cybersecurity benchmark for AI agents associated with Research community.