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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 143 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Code GenerationKodCodecode developer ai94Jun 9, 2026
ReasoningMATH 500llm chat instructionnlp94May 11, 2026
Image ClassificationGTSRB (test)computer vision94Jun 2, 2026
Mathematical ReasoningCollegeMath (test)llm chat instructionnlp94May 1, 2026
Multitask Language UnderstandingMMLU (val)nlpllm chat instruction94May 29, 2026
Backdoor DefenseCIFAR-10 (test)adversarial safety security94Jun 19, 2026
Long-context understandingLongBench (test)llm chat instructionnlp94Jul 3, 2026
ClassificationZero-shot Evaluation Suite (BoolQ, PIQA, HellaSwag, WinoGrande, ARC-e, ARC-c, OBQA)computer visionnlp+3Classification on Zero-shot Evaluation Suite (BoolQ, PIQA, HellaSwag, WinoGrande, ARC-e, ARC-c, OBQA) performance trend94Mar 12, 2026
Machine TranslationTED data (test)nlp94Feb 26, 2026
Node classificationFreebasegraphNode Classification on Freebase performance trend94May 26, 2026
Watermark DetectionVicuna-7b 16k 50 samples v1.5adversarial safety security94Feb 26, 2026
Zero-shot ReasoningARC-Easy zero-shotllm chat instructionnlp94Jun 4, 2026
Text ClassificationSUBJnlpText Classification on SUBJ performance trend94May 21, 2026
Object DetectionFLIR (test)computer visionObject Detection on FLIR (test) performance trend94Mar 26, 2026
Cancer ClassificationTCGA-BRCAbio medicaltabular time series94Jun 8, 2026
Semantic SegmentationPC-459computer visionSemantic Segmentation on PC-459 performance trend94Apr 28, 2026
3D Object ClassificationScanObjectNN PB_T50_RS3d vision geometrycomputer vision94Jun 2, 2026
Human Activity RecognitionREALDISPcomputer vision94Feb 26, 2026
3D Human Pose EstimationHuman3.6M (S9, S11)3d vision geometrycomputer vision94Feb 27, 2026
Audio-Visual Question AnsweringMUSIC-AVQA (test)multimodalspeech audio+194Jul 7, 2026
Node ClassificationCora inductivegraph94Mar 16, 2026
Image ClassificationOxford Petscomputer vision94Apr 14, 2026
Image ClassificationOxford 102 Flowerscomputer vision94Jun 2, 2026
OOD detectionCIFAR-100 standard (test)computer visiontabular time seriesOOD Detection on CIFAR-100 (test) performance trend94Feb 26, 2026
Semantic SegmentationGTA5 to {Cityscapes, Mapillary, BDD} (test)computer visionSemantic Segmentation on GTA5 to {Cityscapes, Mapillary, BDD} (test) performance trend94Feb 26, 2026