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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 66 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Depth CompletionKITTI depth completion official (test)3d vision geometrycomputer visionDepth Completion on KITTI depth completion official (test) performance trend154Feb 26, 2026
ClusteringMNIST (test)tabular time seriesClustering on MNIST (test) performance trend154Jun 16, 2026
Natural Language InferenceSNLI (train)nlp154Feb 26, 2026
Novel View SynthesisDTU3d vision geometryNovel View Synthesis on DTU performance trend154Jul 7, 2026
Diagram UnderstandingAI2D (test)computer visionnlp154Jun 2, 2026
Text-to-Image GenerationGenEvalimage generation editingText-to-Image Generation on GenEval (Overall Score) performance trend153May 25, 2026
Node ClassificationPhotograph153Jun 2, 2026
Label Shift EstimationCIFAR-10 (val)tabular time series153Apr 3, 2026
Safety EvaluationHarmBenchadversarial safety security153Jun 9, 2026
Mathematical ReasoningAIME 24llm chat instructionnlp153Jun 23, 2026
RecommendationGowallatabular time seriesRecommendation on Gowalla (Ranking Metrics K=10, K=20) performance trend153Apr 15, 2026
Text-to-Image GenerationHPS v2.1image generation editing153Jul 7, 2026
Video Depth EstimationKITTI3d vision geometrycomputer visionVideo Depth Estimation on KITTI (Abs Rel, delta < 1.25) performance trend153Jun 5, 2026
Medical Question AnsweringMedQAbio medicalnlp153Mar 31, 2026
Question AnsweringARC (test)nlp153May 12, 2026
Logical ReasoningLogiQA (test)nlp153Jun 15, 2026
Nested Named Entity RecognitionACE 2005 (test)nlpNested Named Entity Recognition on ACE 2005 (test) performance trend153Feb 26, 2026
Image ClassificationImageNet-Sketch (test)computer visionImage Classification on ImageNet-Sketch (test) performance trend153May 18, 2026
Scene Text RecognitionSVTP (test)computer visionScene Text Recognition on SVTP (test) performance trend153Feb 26, 2026
Video Frame InterpolationVimeo90K (test)video generation editingcomputer visionVideo Frame Interpolation on Vimeo90K (test) performance trend153May 8, 2026
Semantic SegmentationMapillary (val)computer visionSemantic Segmentation on Mapillary (val) performance trend153Feb 26, 2026
Hallucination EvaluationHallusionBenchllm chat instructionnlp153Jul 8, 2026
Skeleton-based Action RecognitionNTU 120 (X-sub)computer visionSkeleton-based Action Recognition on NTU 120 (X-sub) performance trend153Jun 11, 2026
Mathematical ReasoningAMC-23 (test)llm chat instructionnlp152Jun 2, 2026
Multimodal Science Question AnsweringScienceQA IMGmultimodalnlp152Jun 2, 2026