--- id: "/tags/science-domain-evals/" title: "Science Domain Evals" creator: null creator_url: null creator_x: null url: "https://skillissue.dev/tags/science-domain-evals/" 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 --- # Science Domain Evals [Beginner](/levels/beginner/index.md) [Intermediate](/levels/intermediate/index.md) [Advanced](/levels/advanced/index.md) [Expert](/levels/expert/index.md) 45 resources · page 1 of 2 - ### [ARC-AGI leaderboard](/evaluation/benchmarks-and-leaderboards/arc-agi-leaderboard/index.md) Creator not supplied; see original source. ARC Prize leaderboard: model scores on ARC-AGI abstraction benchmarks plotted against cost per task. Not applicable (entity) · unknown · unknown resource · en - ### [BEIR](/evaluation/benchmarks-and-leaderboards/beir/index.md) Creator not supplied; see original source. BEIR GitHub repo: heterogeneous information-retrieval benchmark of many datasets for zero-shot evaluation of retrievers. Not applicable (entity) · unknown · unknown resource · en - ### [CAMEO](/evaluation/benchmarks-and-leaderboards/cameo/index.md) Creator not supplied; see original source. CAMEO platform: weekly automated, blind benchmarking of protein structure prediction servers against newly released structures. Not applicable (entity) · unknown · unknown resource · en - ### [CASP Prediction Center](/evaluation/benchmarks-and-leaderboards/casp-protein-structure-prediction/index.md) Creator not supplied; see original source. CASP Prediction Center: blind community assessment of protein structure prediction methods. Not applicable (entity) · unknown · unknown resource · en - ### [CASP17](/evaluation/benchmarks-and-leaderboards/casp17/index.md) Creator not supplied; see original source. CASP17 site: the 2026 round of the Critical Assessment of protein Structure Prediction, with targets and assessment results. Not applicable (entity) · unknown · unknown resource · en - ### [DREAM Challenges](/evaluation/benchmarks-and-leaderboards/dream-challenges/index.md) Creator not supplied; see original source. Sage Bionetworks page for DREAM Challenges: community biomedical challenges with held-out data and evaluation protocols. Not applicable (entity) · unknown · unknown resource · en - ### [HealthBench Professional: Benchmark review (Epoch AI)](/evaluation/benchmarks-and-leaderboards/epoch-ai-healthbench-professional-review/index.md) Creator not supplied; see original source. Epoch AI review of HealthBench Professional, auditing sampled tasks for errors and assessing the benchmark's reliability. Not applicable (entity) · unknown · unknown resource · en - ### [FinanceBench](/evaluation/benchmarks-and-leaderboards/financebench/index.md) Creator not supplied; see original source. FinanceBench GitHub repo from Patronus AI: open-book financial question answering over public company filings. Not applicable (entity) · unknown · unknown resource · en - ### [FinanceBench (Patronus AI)](/evaluation/benchmarks-and-leaderboards/financebench-patronus-ai/index.md) Creator not supplied; see original source. Patronus AI announcement of FinanceBench, question answering over public financial filings to measure LLM failures. Not applicable (entity) · unknown · unknown resource · en - ### [FrontierMath](/evaluation/benchmarks-and-leaderboards/frontiermath/index.md) Creator not supplied; see original source. Epoch AI FrontierMath: benchmark of unpublished expert-level mathematics problems in tiers, with model results. Not applicable (entity) · unknown · unknown resource · en - ### [GPQA](/evaluation/benchmarks-and-leaderboards/gpqa/index.md) Creator not supplied; see original source. GPQA GitHub repo: graduate-level, Google-proof science questions with baselines for evaluating expert reasoning. Not applicable (entity) · unknown · unknown resource · en - ### [GSM8K](/evaluation/benchmarks-and-leaderboards/gsm8k/index.md) Creator not supplied; see original source. GSM8K GitHub repo from OpenAI: grade-school math word problems with solutions and evaluation code; archived. Not applicable (entity) · unknown · unknown resource · en - ### [GuacaMol](/evaluation/benchmarks-and-leaderboards/guacamol/index.md) Creator not supplied; see original source. BenevolentAI GuacaMol GitHub repo: benchmarks for generative chemistry models. Not applicable (entity) · unknown · unknown resource · en - ### [LAB-Bench](/evaluation/benchmarks-and-leaderboards/lab-bench-github/index.md) Creator not supplied; see original source. LAB-Bench GitHub repo from FutureHouse: practical biology-research tasks such as literature, sequence and protocol questions. Not applicable (entity) · unknown · unknown resource · en - ### [LegalBench](/evaluation/benchmarks-and-leaderboards/legalbench/index.md) Creator not supplied; see original source. LegalBench site from Stanford: collaboratively built benchmark of legal-reasoning tasks for evaluating LLMs on US law. Not applicable (entity) · unknown · unknown resource · en - ### [LiveMedBench](/evaluation/benchmarks-and-leaderboards/livemedbench/index.md) Creator not supplied; see original source. LiveMedBench paper page: a continuously refreshed medical LLM benchmark built from real clinical cases with automated rubric scoring. Not applicable (entity) · unknown · unknown resource · en - ### [Matbench](/evaluation/benchmarks-and-leaderboards/matbench/index.md) Creator not supplied; see original source. Materials Project Matbench GitHub repo: benchmark tasks for materials property prediction. Not applicable (entity) · unknown · unknown resource · en - ### [Matbench Discovery](/evaluation/benchmarks-and-leaderboards/matbench-discovery/index.md) Creator not supplied; see original source. Matbench Discovery GitHub repo: evaluation framework for ML models in materials stability discovery. Not applicable (entity) · unknown · unknown resource · en - ### [MATH](/evaluation/benchmarks-and-leaderboards/math/index.md) Creator not supplied; see original source. MATH dataset GitHub repo: competition mathematics problems with step-by-step solutions for evaluating reasoning. Not applicable (entity) · unknown · unknown resource · en - ### [MathArena](/evaluation/benchmarks-and-leaderboards/matharena/index.md) Creator not supplied; see original source. MathArena: evaluation of LLMs on newly released math competitions and arXiv-derived problems to avoid contamination. Not applicable (entity) · unknown · unknown resource · en - ### [MedBench](/evaluation/benchmarks-and-leaderboards/medbench/index.md) Creator not supplied; see original source. OpenCompass MedBench portal: Chinese medical benchmark platform for evaluating LLMs on clinical knowledge and tasks. Not applicable (entity) · unknown · unknown resource · zh - ### [MedHELM](/evaluation/benchmarks-and-leaderboards/medhelm/index.md) Creator not supplied; see original source. Stanford CRFM MedHELM: evaluation of language models on clinician-defined medical tasks beyond exam-style questions. Not applicable (entity) · unknown · unknown resource · en - ### [MedHELM (Stanford CRFM)](/evaluation/benchmarks-and-leaderboards/medhelm-stanford-crfm/index.md) Creator not supplied; see original source. Latest MedHELM results page from Stanford CRFM, scoring language models on a taxonomy of real clinical tasks. Not applicable (entity) · unknown · unknown resource · en - ### [MedMNIST](/evaluation/benchmarks-and-leaderboards/medmnist/index.md) Creator not supplied; see original source. MedMNIST site: standardised 2D and 3D biomedical image classification datasets for lightweight benchmarking. Not applicable (entity) · unknown · unknown resource · en - ### [MERA Industrial](/evaluation/benchmarks-and-leaderboards/mera-industrial/index.md) Creator not supplied; see original source. MERA Industrial: benchmark of foundation models on industry-specific Russian-language tasks. Not applicable (entity) · unknown · unknown resource · ru - ### [MOSES](/evaluation/benchmarks-and-leaderboards/moses/index.md) Creator not supplied; see original source. MOSES GitHub repo: benchmarking platform with metrics and baselines for molecular generation models. Not applicable (entity) · unknown · unknown resource · en - ### [Open Catalyst Project](/evaluation/benchmarks-and-leaderboards/open-catalyst-project/index.md) Creator not supplied; see original source. Open Catalyst Project site: atomistic datasets, models and challenges for AI-based catalyst discovery. Not applicable (entity) · unknown · unknown resource · en - ### [Open Graph Benchmark](/evaluation/benchmarks-and-leaderboards/open-graph-benchmark/index.md) Creator not supplied; see original source. Open Graph Benchmark site from Stanford: graph datasets, data loaders and evaluators for graph machine learning. Not applicable (entity) · unknown · unknown resource · en - ### [frontier-evals](/evaluation/benchmarks-and-leaderboards/openai-frontier-evals-paperbench-etc/index.md) Creator not supplied; see original source. OpenAI frontier-evals GitHub repo: code for evaluations such as PaperBench and SWE-Lancer. 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 - ### [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 - ### [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 [Next page](/tags/science-domain-evals/page/2/index.md) [Plain-text Markdown copy](/tags/science-domain-evals/index.md)