ScienceOnline
GEO-Bench
Compares pretrained models on a standardized suite of geospatial Earth-monitoring classification and segmentation datasets.
- Task count
- 6
Science benchmarks
There are 24 science in the index.
Results
24 benchmarks
ScienceOnline
GPQA
Tests expert-level reasoning on graduate biology, physics, and chemistry questions designed to resist web search.
- Task count
- 448
ScienceOnline
LIBERO
Measures knowledge transfer in lifelong robot learning across manipulation task suites with controlled distribution shifts.
- Task count
- 130
ScienceOnline
ManiSkill
Measures generalizable robotic manipulation policies in scalable simulated environments.
ScienceOnline
Matbench
Evaluates machine-learning models on 13 curated materials-property prediction tasks.
- Task count
- 13
ScienceOnline
Matbench Discovery
Compares the accuracy, robustness, and computational cost of models used for atomistic and materials-discovery tasks.
ScienceOnline
MedMCQA
Evaluates medical multiple-choice reasoning on questions drawn from Indian medical entrance examinations.
- Task count
- 194,000
ScienceOnline
MedQA
Evaluates medical knowledge and reasoning with multiple-choice questions from professional medical licensing exams.
- Task count
- 61,097
ScienceOnline
Meta-World
Measures multi-task and meta-reinforcement learning across robotic manipulation tasks and goal variations.
- Task count
- 50
ScienceOnline
MMLU Medical Subjects
Evaluates factual knowledge and problem solving across the medical and biomedical subject sets in MMLU.
ScienceOnline
Mol-Instructions
Evaluates instruction-following across molecule description, property prediction, reaction, and biomolecular tasks.
ScienceOnline
OlympiadBench
Tests bilingual, multimodal problem solving on olympiad-level mathematics and physics questions.
- Task count
- 8,476
ScienceOnline
Procgen Benchmark
Measures sample efficiency and generalization in reinforcement learning across procedurally generated game environments.
- Task count
- 16
ScienceOnline
RLBench
Measures robot learning across vision-guided manipulation tasks in a simulated environment.
ScienceOnline
robomimic
Measures robot policies learned from offline human demonstrations across standardized datasets and tasks.
ScienceOnline
robosuite
Provides standardized simulated robot manipulation environments for evaluating learning methods.
ScienceOnline
ScienceWorld
Measures text-based agents on tasks grounded in an elementary science curriculum.
- Task count
- 30
ScienceOnline
SciFact
Tests retrieval of scientific evidence and classification of research claims as supported or refuted.
ScienceOnline
Vendi Score
Measures diversity in a collection from pairwise similarities using the effective rank of a similarity matrix.
ScienceOnline
AI2 Reasoning Challenge
Tests grade-school science reasoning with natural multiple-choice questions split into easy and challenge sets.
- Task count
- 7,787
ScienceOnline
Benchmark Ranking Stability
Measures how much model rankings change across random seeds and prompt variants.
ScienceOnline
MultiMedQA
Evaluates medical question answering across seven datasets spanning professional exams, research, and consumer health queries.
- Task count
- 7
ScienceOnline
PubMedQA
Evaluates biomedical research question answering from PubMed abstracts, including an expert-annotated test set.
- Task count
- 1,000
ScienceOnline
SciBench
Evaluates college-level scientific reasoning, domain knowledge, and calculation on textbook problems.
- Task count
- 692
Other categories in Online
More benchmarks
Questions
What other kinds of benchmarks are in Online?
Other categories in Online: Multimodal (51 benchmarks), Reasoning (50 benchmarks), Agents (31 benchmarks), Safety (25 benchmarks), and Coding (17 benchmarks).
Published by AI Benchmark Index. How we check each benchmark.