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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 49 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Semantic SegmentationNYUD v2 (test)computer visionSemantic Segmentation on NYUD v2 (test) performance trend187Feb 26, 2026
Domain GeneralizationOffice-Home (test)computer visionDomain Generalization on Office-Home (test) performance trend187Jul 3, 2026
Domain AdaptationOffice-31computer visionnlp+1Domain Adaptation on Office-31 performance trend187May 8, 2026
Panoptic SegmentationCOCO 2017 (val)computer visionPanoptic Segmentation on COCO 2017 (val) performance trend187Jun 15, 2026
Traffic speed forecastingPEMS-BAY (test)tabular time seriesTraffic speed forecasting on PEMS-BAY (test) performance trend187May 19, 2026
Jailbreak AttackSTRONGREJECT (held-out behaviors)adversarial safety security186Jun 4, 2026
Text-to-SpeechX-Voice (test)speech audio186May 8, 2026
Image ReconstructionPepperscomputer vision186Jun 5, 2026
Untargeted Adversarial AttackImageNetadversarial safety security186Mar 31, 2026
Grade School Math ReasoningGSM8Kllm chat instructionnlp186Jun 23, 2026
Generalized Category DiscoveryCUBcomputer visionGeneralized Category Discovery on CUB performance trend186May 22, 2026
Node ClassificationComputergraph186Jun 11, 2026
Science Question AnsweringScienceQA SQA-IMGnlpbio medical186Apr 24, 2026
Out-of-Distribution DetectionTexturescomputer visiontabular time series186Apr 28, 2026
Object DetectionCOCOcomputer visionObject Detection on COCO performance trend186May 12, 2026
Moment RetrievalCharades-STA (test)computer visionnlpMoment Retrieval on Charades-STA (test) performance trend186Apr 3, 2026
Question AnsweringPopQAnlpQuestion Answering on PopQA performance trend186Mar 12, 2026
Image GenerationCIFAR10 32x32 (test)image generation editingImage Generation on CIFAR10 32x32 (test) performance trend186May 6, 2026
Object ClassificationScanObjectNN OBJ_ONLYcomputer visionObject Classification on ScanObjectNN OBJ_ONLY performance trend186May 19, 2026
Long Context UnderstandingLongBench V2llm chat instructionnlpLong Context Understanding on LongBench V2 performance trend185Jul 8, 2026
ReasoningGPQA Diamondllm chat instructionnlp185May 18, 2026
Image ClassificationCIFAR-10 IIDcomputer vision185May 25, 2026
Video UnderstandingEgoSchemacomputer vision185Jun 12, 2026
Text-to-Image GenerationT2I-CompBenchimage generation editingText-to-Image Generation on T2I-CompBench (Attribute Fidelity) performance trend185Apr 16, 2026
Object DetectionOV-COCOcomputer vision185Jul 3, 2026