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Research

Benchmarks

Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.

309,131 benchmarksPage 2110 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Competitive ProgrammingAtCoder/LeetCode contest problems 40 (released after 2024-08-01)code developer ai16Jun 30, 2026
Node classificationCoragraph16Jun 30, 2026
Node ClassificationWisconsingraph16Jun 30, 2026
Node ClassificationCornellgraph16Jun 30, 2026
Node ClassificationCoragraph16Jun 30, 2026
Robust Pose Graph Optimization2D SLAM datasets Intel, FR079, Csail3d vision geometryrobotics embodied ai16Jun 30, 2026
Sensor SparsificationRayleigh-Bénard convection (RBC) Ra=10^4 (Varying IC)tabular time series16Jun 30, 2026
Arithmetic ReasoningMultiArithnlpllm chat instruction16Jun 30, 2026
Arithmetic ReasoningSVAMPnlpllm chat instruction16Jun 30, 2026
Arithmetic ReasoningGSM8K Augnlpllm chat instruction16Jun 30, 2026
Multi-Object TrackingQuadTrack depth-enabled (test)computer vision16Jun 30, 2026
Multi-object trackingJRDB 1 (test)computer vision16Jun 30, 2026
Object Node RecognitionUniGraph3Dcomputer vision3d vision geometry16Jun 30, 2026
Text GenerationHH-RLHF and IMDBnlp16Jun 30, 2026
Instruction Hierarchy AdherenceIHEval Conflict Multi-turnllm chat instruction16Jun 30, 2026
Instruction Hierarchy AdherenceIHEval Conflict Single-turnllm chat instruction16Jun 30, 2026
Instruction Hierarchy AdherenceIHEval Aligned Multi-turnllm chat instruction16Jun 30, 2026
Instruction Hierarchy AdherenceIHEval Aligned Single-turnllm chat instruction16Jun 30, 2026
Hallucination DetectionSQuAD In-domain (test)llm chat instructionnlp16Jun 30, 2026
Hallucination DetectionTriviaQA In-domain (test)llm chat instructionnlp16Jun 30, 2026
Hallucination DetectionHotpotQA In-domain (test)llm chat instructionnlp16Jun 30, 2026
Molecular retrievalNIST 2020 (Scaffold)—16Jun 30, 2026
Video Question AnsweringEgoSchema Sub.multimodalcomputer vision16Jun 30, 2026
Topic ModelingWriPro (WritingPrompts)nlp16Jun 30, 2026
Topic ModelingPoem PoemSumnlp16Jun 30, 2026