--- id: "/evaluation/beginner/page/10/" title: "Evaluation for beginner learners · page 10" creator: null creator_url: null creator_x: null url: "https://skillissue.dev/evaluation/beginner/page/10/" level: null level_max: null category: null subcategory: null region: null license: null license_scope: null access: null models: null source_date: null date_added: null resource_kind: null verification_basis: null access_evidence: null domain_top: null domain_sub: null last_verified: null --- # Evaluation for beginner learners [Beginner](/evaluation/beginner/index.md) [Intermediate](/evaluation/intermediate/index.md) [Advanced](/evaluation/advanced/index.md) [Expert](/evaluation/expert/index.md) 420 resources · page 10 of 14 - ### [OpenCompass HF leaderboard](/evaluation/benchmarks-and-leaderboards/opencompass-hf-leaderboard/index.md) Creator not supplied; see original source. OpenCompass LLM Leaderboard Hugging Face Space: OpenCompass evaluation results for language models. Not applicable (entity) · unknown · unknown resource · zh|en - ### [OpenDriveLab Autonomous Grand Challenge 2025](/evaluation/benchmarks-and-leaderboards/opendrivelab-autonomous-grand-challenge-2025/index.md) Creator not supplied; see original source. OpenDriveLab Autonomous Grand Challenge 2025: CVPR 2025 autonomous-driving and embodied AI tracks such as NAVSIM. Not applicable (entity) · unknown · unknown resource · en - ### [OpenDriveLab events](/evaluation/benchmarks-and-leaderboards/opendrivelab-events/index.md) Creator not supplied; see original source. OpenDriveLab events page listing its autonomous-driving and embodied AI challenges and workshops. Not applicable (entity) · unknown · unknown resource · en - ### [OpenML](/evaluation/benchmarks-and-leaderboards/openml/index.md) Creator not supplied; see original source. OpenML: open platform for sharing machine-learning datasets, tasks, algorithms and experiment runs. Not applicable (entity) · unknown · unknown resource · en - ### [OpenRouter rankings](/evaluation/benchmarks-and-leaderboards/openrouter-rankings/index.md) Creator not supplied; see original source. OpenRouter rankings: models ranked by tokens processed through the OpenRouter API, by app and category. Not applicable (entity) · unknown · unknown resource · en - ### [OSWorld 2.0](/evaluation/benchmarks-and-leaderboards/osworld-2-0/index.md) Creator not supplied; see original source. OSWorld 2.0 site: benchmark of long-horizon real-world computer tasks for evaluating computer-use agents. Not applicable (entity) · unknown · unknown resource · en - ### [Polska AI przegrała z gigantami. Bielik i PLLuM wypadły słabo w testach (Bankier.pl)](/evaluation/benchmarks-and-leaderboards/oxido-polish-llm-test-bankier-pap-2026-03-17/index.md) Creator not supplied; see original source. Bankier.pl article reporting a Polish LLM test of 20 tasks in which the Polish models Bielik and PLLuM were compared to global models. Not applicable (entity) · unknown · unknown resource · pl - ### [P3D-Bench](/evaluation/benchmarks-and-leaderboards/p3d-bench/index.md) Creator not supplied; see original source. P3D-Bench GitHub repo: benchmark of MLLMs on parametric 3D generation and structural reasoning. Not applicable (entity) · unknown · unknown resource · en - ### [PDEBench](/evaluation/benchmarks-and-leaderboards/pdebench/index.md) Creator not supplied; see original source. PDEBench GitHub repo: PDE datasets and baselines for scientific machine learning. Not applicable (entity) · unknown · unknown resource · en - ### [Phare](/evaluation/benchmarks-and-leaderboards/phare/index.md) Creator not supplied; see original source. Giskard Phare site: multilingual benchmark of LLM safety and security, including hallucination, bias and harmful content. Not applicable (entity) · unknown · unknown resource · mul - ### [PhysBench](/evaluation/benchmarks-and-leaderboards/physbench/index.md) Creator not supplied; see original source. PhysBench project page: benchmark of physical-world questions testing vision-language models on objects, motion and interactions. Not applicable (entity) · unknown · unknown resource · en - ### [PhysioNet Challenges](/evaluation/benchmarks-and-leaderboards/physionet-challenges/index.md) Creator not supplied; see original source. PhysioNet Challenges page: annual open challenges on clinical physiological-signal analysis with scoring methods and data. Not applicable (entity) · unknown · unknown resource · en - ### [Polish LLM benchmarks (CodeSOTA)](/evaluation/benchmarks-and-leaderboards/polish-llm-benchmarks-codesota/index.md) Creator not supplied; see original source. CodeSOTA page aggregating Polish LLM benchmark results for models such as Bielik, PLLuM, GPT, Claude and Gemini. Not applicable (entity) · unknown · unknown resource · pl - ### [POPE](/evaluation/benchmarks-and-leaderboards/pope/index.md) Creator not supplied; see original source. POPE GitHub repo (EMNLP 2023): polling-based evaluation of object hallucination in vision-language models. Not applicable (entity) · unknown · unknown resource · en - ### [PORTULAN Portuguese LLM Leaderboard](/evaluation/benchmarks-and-leaderboards/portulan-portuguese-llm-leaderboard/index.md) Creator not supplied; see original source. PORTULAN Portuguese LLM Leaderboard Hugging Face Space: live ranking of models on Portuguese tasks. Not applicable (entity) · unknown · unknown resource · pt - ### [Procgen Benchmark](/evaluation/benchmarks-and-leaderboards/procgen-benchmark/index.md) Creator not supplied; see original source. OpenAI Procgen GitHub repo: procedurally generated game environments for RL generalisation. Not applicable (entity) · unknown · unknown resource · en - ### [ProgramBench](/evaluation/benchmarks-and-leaderboards/programbench/index.md) Creator not supplied; see original source. ProgramBench site: benchmark testing whether language models can rebuild complete programs from scratch. Not applicable (entity) · unknown · unknown resource · en - ### [ProteinGym](/evaluation/benchmarks-and-leaderboards/proteingym/index.md) Creator not supplied; see original source. ProteinGym: benchmark and leaderboard for predicting the effects of protein mutations. Not applicable (entity) · unknown · unknown resource · en - ### [Pydantic AI](/evaluation/benchmarks-and-leaderboards/pydantic-ai-repo-evals-durable-exec/index.md) Creator not supplied; see original source. Pydantic AI GitHub repo: type-safe Python agent framework with evals and durable execution. Not applicable (entity) · unknown · unknown resource · en - ### [Rapidata Image-to-3D](/evaluation/benchmarks-and-leaderboards/rapidata-image-to-3d/index.md) Creator not supplied; see original source. benchmark.ai Image-to-3D leaderboard from Rapidata ranking 3D generation models by pairwise human preference votes. Not applicable (entity) · unknown · unknown resource · en - ### [RewardBench](/evaluation/benchmarks-and-leaderboards/rewardbench/index.md) Creator not supplied; see original source. RewardBench GitHub repo from Ai2: tool and dataset for evaluating reward models across preference categories. Not applicable (entity) · unknown · unknown resource · en - ### [RLBench](/evaluation/benchmarks-and-leaderboards/rlbench/index.md) Creator not supplied; see original source. RLBench GitHub repo: large-scale benchmark and learning environment for robot manipulation. Not applicable (entity) · unknown · unknown resource · en - ### [RoboArena](/evaluation/benchmarks-and-leaderboards/roboarena/index.md) Creator not supplied; see original source. RoboArena: real-world evaluation of generalist robot policies through blind pairwise trials on DROID robots. Not applicable (entity) · unknown · unknown resource · en - ### [RoboCasa](/evaluation/benchmarks-and-leaderboards/robocasa/index.md) Creator not supplied; see original source. RoboCasa site: large-scale kitchen simulation framework for training and evaluating household robot policies. Not applicable (entity) · unknown · unknown resource · en - ### [Robot learning leaderboard (RoboArena)](/evaluation/benchmarks-and-leaderboards/robot-learning-leaderboard-roboarena/index.md) Creator not supplied; see original source. Robot-learning.ml leaderboard site for evaluating robot learning policies. Not applicable (entity) · unknown · unknown resource · und - ### [RoboTwin](/evaluation/benchmarks-and-leaderboards/robotwin/index.md) Creator not supplied; see original source. RoboTwin 2.0 project page: dual-arm robot manipulation benchmark and simulated data generator. Not applicable (entity) · unknown · unknown resource · en - ### [RULER](/evaluation/benchmarks-and-leaderboards/ruler/index.md) Creator not supplied; see original source. NVIDIA RULER GitHub repo: synthetic benchmark measuring the real usable context length of long-context models. Not applicable (entity) · unknown · unknown resource · en - ### [Russian AI Alliance (Альянс в сфере ИИ)](/evaluation/benchmarks-and-leaderboards/russian-ai-alliance/index.md) Creator not supplied; see original source. Russian AI Alliance site, the industry association of Sber, Yandex, MTS and others that runs the MERA benchmark. Not applicable (entity) · unknown · unknown resource · ru - ### [Russian SuperGLUE](/evaluation/benchmarks-and-leaderboards/russian-superglue/index.md) Creator not supplied; see original source. Russian SuperGLUE GitHub repo: Russian general language understanding benchmark with tasks and baselines. Not applicable (entity) · unknown · unknown resource · ru - ### [S-Eval](/evaluation/benchmarks-and-leaderboards/s-eval/index.md) Creator not supplied; see original source. S-Eval GitHub repo: about 220,000 safety prompts, including adversarial variants, for automated LLM safety evaluation. Not applicable (entity) · unknown · unknown resource · zh|en - ### [S-Eval leaderboard (Alibaba)](/evaluation/benchmarks-and-leaderboards/s-eval-leaderboard-alibaba/index.md) Creator not supplied; see original source. Alibaba S-Eval leaderboard in Chinese: safety evaluation rankings of large language models. Not applicable (entity) · unknown · unknown resource · zh - ### [SafetyBench](/evaluation/benchmarks-and-leaderboards/safetybench/index.md) Creator not supplied; see original source. SafetyBench GitHub repo from Tsinghua: multiple-choice safety benchmark for LLMs across seven categories, in Chinese and English. Not applicable (entity) · unknown · unknown resource · zh [Previous page](/evaluation/beginner/page/9/index.md) [Next page](/evaluation/beginner/page/11/index.md) [Plain-text Markdown copy](/evaluation/beginner/page/10/index.md)