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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 309 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Brain Tumor SegmentationBraTS T1–FLAIR (train)bio medicalcomputer vision57Feb 26, 2026
Novel-view synthesisRE10K (Average)3d vision geometry57Jul 1, 2026
Novel-view synthesisRE10K (Medium)3d vision geometry57Jul 1, 2026
Image ClassificationCUB200computer vision57Jun 16, 2026
Instruction FollowingALFREDllm chat instruction57May 7, 2026
Object Hallucination AssessmentA-OKVQA POPE (Adversarial)computer vision57Jun 30, 2026
Visual Question AnsweringFVQAmultimodalcomputer vision+157Jul 1, 2026
Synthetic Image DetectionDRCT-2Mcomputer visionimage generation editing57May 22, 2026
Hallucination DetectionVQA-RAD (All)llm chat instructionnlp57May 21, 2026
Hallucination DetectionVQA-RAD Open-Endedllm chat instructionnlp57May 21, 2026
Multi-Modal Visual Question Answering (MMVQA)RAD-ChestCT (val)multimodalcomputer vision+157Feb 26, 2026
Multi-Modal Visual Question Answering (MMVQA)CT-RATE (val)multimodalcomputer vision+157Feb 26, 2026
Out-of-Distribution DetectionCIFAR-10 In-Dist Texture Out-Distcomputer visiontabular time series57Apr 28, 2026
Few-shot Semantic SegmentationAverage Deepglobe, ISIC, Chest X-Ray, FSS-1000computer vision57Jun 24, 2026
Science ReasoningGPQA Diamondnlpbio medical57Jun 11, 2026
Mathematical ReasoningMATH500 1.0 (test)llm chat instructionnlp57May 13, 2026
LLM InferenceAlpacallm chat instruction57Jun 9, 2026
Mathematical ReasoningIMO-Benchllm chat instructionnlp57May 22, 2026
Aggregate Model PerformanceCombined Benchmark Suitemiscellaneous57Mar 27, 2026
General ReasoningGPQA Diamondllm chat instructionnlp57Jun 9, 2026
Audio UnderstandingMMAUspeech audio57Jun 30, 2026
Error DetectionHotpotQAnlp57Apr 23, 2026
MathAIME24llm chat instruction57Jun 2, 2026
General ReasoningMMMUllm chat instructionnlp57Jul 3, 2026
Multi-modal Video EvaluationVideo-MMEmultimodalcomputer vision57Jun 16, 2026