List your company

Research

Benchmarks

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

309,131 benchmarksPage 31 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Semantic SegmentationScanNet v2 (test)computer visionSemantic Segmentation on ScanNet v2 (test) performance trend248Feb 27, 2026
Image DeblurringHIDE (test)computer visionImage Deblurring on HIDE (test) performance trend248Jun 23, 2026
Object ClassificationScanObjectNN OBJ_BGcomputer visionObject Classification on ScanObjectNN OBJ_BG performance trend248May 19, 2026
Image GenerationImageNet 256x256 (train)image generation editingImage Generation on ImageNet 256x256 (train) performance trend247Jun 23, 2026
Instance SegmentationCityscapes (val)computer visionInstance Segmentation on Cityscapes (val) performance trend247Jun 11, 2026
Multi-hop Question Answering2WikiMultiHopQA (test)nlpretrieval search ragMulti-hop Question Answering on 2WikiMultiHopQA (test) performance trend247Jun 30, 2026
Question AnsweringARC EasynlpQuestion Answering on ARC Easy (ACC) performance trend246Jul 7, 2026
Mathematical ReasoningGSM8Kllm chat instructionnlp246Mar 20, 2026
Image ClassificationCIFAR-10computer vision246Mar 10, 2026
Long-Tailed Image ClassificationImageNet-LT (test)computer visionLong-Tailed Image Classification on ImageNet-LT (test) performance trend246May 12, 2026
Multivariate long-term forecastingElectricitytabular time series245Jun 9, 2026
Action RecognitionKinetics 400 (test)computer visionAction Recognition on Kinetics-400 (test) performance trend245Mar 20, 2026
Stereo MatchingKITTI 2015 (test)3d vision geometrycomputer visionStereo Matching on KITTI 2015 (test) performance trend245Jun 30, 2026
Commonsense ReasoningCommonsense Reasoning (BoolQ, PIQA, SIQA, HellaS., WinoG., ARC-e, ARC-c, OBQA)nlpCommonsense Reasoning on BoolQ, PIQA, SIQA, HellaS., WinoG., ARC-e, ARC-c, OBQA performance trend245Jul 2, 2026
Knowledge Graph Question AnsweringCWQgraphnlpKnowledge Graph Question Answering on CWQ performance trend245Jul 2, 2026
Mathematical ReasoningMGSMllm chat instructionnlpMathematical Reasoning on MGSM performance trend245Jun 26, 2026
Jailbreak AttackSafeBenchadversarial safety security245May 20, 2026
Red-TeamingHarmBenchadversarial safety security244Apr 23, 2026
Language ModelingPG-19nlp244Jun 15, 2026
Referring Video Object SegmentationRef-YouTube-VOS (val)computer visionmultimodalReferring Video Object Segmentation on Ref-YouTube-VOS (val) performance trend244Mar 31, 2026
Text-to-Image RetrievalMS-COCO 5K (test)multimodalretrieval search ragText-to-Image Retrieval on MS-COCO 5K (test) performance trend244Apr 3, 2026
Referring Expression ComprehensionRefCOCO+ (testB)computer visionnlpReferring Expression Comprehension on RefCOCO+ (testB) performance trend244Jul 7, 2026
Scene Text RecognitionIIIT5K (test)computer vision244Feb 26, 2026
Image ClassificationOxford Flowers 102computer visionImage Classification on Oxford Flowers 102 performance trend244Jul 8, 2026
Mathematical ReasoningAIME 2024llm chat instructionnlp243Jun 12, 2026