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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 1292 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Memory-Augmented Question AnsweringLoCoMo Temporalretrieval search ragllm chat instruction23Jun 1, 2026
Memory-Augmented Question AnsweringLoCoMo Single-hopretrieval search ragllm chat instruction23Jun 1, 2026
Science QAARC easynlpllm chat instruction23Jun 29, 2026
Visual Place RecognitionNordland subsampled 2.5m (Fall query)computer vision23Jun 1, 2026
Few-shot Robot ManipulationREASSEMBLE (6 held-out tasks)robotics embodied ai23Jun 1, 2026
CIE-10-ES RetrievalCodiESP-D Miranda 2020 (dev)retrieval search rag23Jun 1, 2026
Text generationIFEvalnlp23May 29, 2026
Logical ReasoningPC-83K 1.0 (test)nlp23May 29, 2026
Inductive dynamic link predictionUS Legis.graph23Jun 4, 2026
Instruction Following EvaluationIFBenchllm chat instruction23May 29, 2026
Instruction Following EvaluationInfoBenchllm chat instruction23May 29, 2026
Mathematical reasoningAIME 25llm chat instructionnlp23Jun 9, 2026
Visual Question AnsweringGQAmultimodalcomputer vision+123May 28, 2026
Visual Question AnsweringVizWizmultimodalcomputer vision+123Jul 1, 2026
Image ClassificationOpenSARShip (test)computer vision23May 28, 2026
Radiology Report GenerationMIMIC-CXR (official)computer visionnlp+123May 28, 2026
Aspect Sentiment Quad PredictionHOTELSnlp23May 28, 2026
Aspect Sentiment Quad PredictionCOURSERAnlp23May 28, 2026
Aspect Sentiment Quad PredictionFLIGHTABSAnlp23May 28, 2026
Visual Object TrackingUAV123 10fpscomputer vision23May 28, 2026
Visual Object TrackingUAVDTcomputer vision23May 28, 2026
Visual Object TrackingDTB70computer vision23May 28, 2026
Code EvaluationBigCodeBenchcode developer ai23May 28, 2026
Pancreas SegmentationMSD PAN (test)bio medicalcomputer vision23May 27, 2026
Solving Sparse Linear SystemsWatts-Strogatz Random Weights Asymmetricmiscellaneous23May 27, 2026