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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 685 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Depth Super-ResolutionScanNet3d vision geometry35Feb 26, 2026
Multimodal PerceptionHR-8Kmultimodalcomputer vision35Jun 30, 2026
Multimodal UnderstandingMMBench v1.1 (dev)multimodal35Apr 21, 2026
Model Extraction AttackCIFAR10adversarial safety security35Feb 26, 2026
Safety EvaluationXSTestadversarial safety security35Jun 9, 2026
RetrievalEconomicretrieval search rag35Feb 26, 2026
Evaluation-based Bias ReductionBias Reduction Benchmark (Evaluation)nlp35Feb 26, 2026
Memory-based Bias ReductionBias Reduction Benchmark Memorynlp35Feb 26, 2026
Needle-in-a-haystackNeedle-in-a-haystack 4x original contextllm chat instruction35Apr 14, 2026
Code ReasoningHumanEcode developer ainlp35Feb 26, 2026
Math & ScienceMATH 4-shotnlpbio medical35Mar 4, 2026
Knowledge TracingASSIST09 (test)tabular time series35May 12, 2026
ClassificationMultiRCcomputer visionnlp+335Jun 5, 2026
Self-Harm DetectionJiraiBench 1.0 (test)nlp35Feb 26, 2026
Eating Disorder DetectionJiraiBench 1.0 (test)bio medicalnlp35Feb 26, 2026
Overdose DetectionJiraiBench 1.0 (test)bio medicalnlp35Feb 26, 2026
SummarizationCNN/DMnlp35Feb 26, 2026
Long Context ReasoningAA-LCRllm chat instructionLong Context Reasoning on AA-LCR performance trend35Jun 16, 2026
Visual Question AnsweringEncyclopedic-VQA Fullmultimodalcomputer vision+135Feb 26, 2026
Pluralistic AlignmentVITAL Overtonllm chat instructionadversarial safety security35Feb 26, 2026
Machine TranslationWikinews-25 it->ennlp35Feb 26, 2026
Machine TranslationWikinews-25 en->itnlp35Feb 26, 2026
TranslationFLORES-200 it-en (devtest)nlp35Feb 26, 2026
TranslationFLORES-200 en-it (devtest)nlp35Feb 26, 2026
Machine TranslationNTREX it->en 128 (test)nlp35Feb 26, 2026