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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 1047 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Agentic TaskAppWorld N (test)agents tool use26Jun 1, 2026
Agentic TaskALFWorld Unseenagents tool use26Jun 1, 2026
Agentic TaskALFWorld Seenagents tool use26Jun 1, 2026
Sentiment AnalysisSST-2nlp26Jun 4, 2026
Robot NavigationCorridor DoN sweeprobotics embodied ai26May 29, 2026
Anomaly DetectionKaputttabular time series26May 29, 2026
Anomaly DetectionLAGtabular time series26May 29, 2026
Anomaly DetectionMVTec LOCOtabular time series26May 29, 2026
React UI GenerationCookie-Bench Overallcode developer ai26May 29, 2026
React UI GenerationCookie-Bench (Dynamic split)code developer ai26May 29, 2026
Simulation PerformanceR2miscellaneous26May 28, 2026
Multimodal UnderstandingMMBenchmultimodal26Jul 1, 2026
Multi-hop Question Answering2WikiMultiHopQAnlpretrieval search rag26Jun 5, 2026
Open-ended Dialogue GenerationCMD (test)llm chat instructionnlp26May 28, 2026
Answer AccuracyChatDoctorllm chat instruction26May 27, 2026
Answer AccuracySamsumllm chat instruction26May 27, 2026
Answer AccuracyAlpacallm chat instruction26May 27, 2026
Clinical ReasoningER-Reasonbio medicalllm chat instruction26May 27, 2026
Clinical ReasoningMIMIC-CDM-FIbio medicalllm chat instruction26May 27, 2026
Clinical ReasoningMedCaseReasoningbio medicalllm chat instruction26May 27, 2026
MathAIME 2025llm chat instruction26Jun 9, 2026
Arithmetic ReasoningAverage Arithmetic Reasoning Tasksnlpllm chat instruction26May 27, 2026
Image ClassificationClassification Suite (OxfordPets, EuroSAT, Caltech101, DTD, FGVCAircraft, Flowers102, UCF101, Food101, SUN397, StanfordCars, Imagenet) Few-shot CLIP RN50 pre-trained (test)computer vision26May 27, 2026
Text-to-Image GenerationDrawBenchimage generation editing26Jun 30, 2026
Mathematical ReasoningOlympiadllm chat instructionnlp26Jun 24, 2026