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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 1536 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Watermark DetectionCode-Search-Net first 50k textsadversarial safety security20Jun 18, 2026
Video Understanding5 Video Benchmarks suite (MMVU, MVBench, VMME, VMMES, VMMMU)computer vision20Jun 17, 2026
Language Model Reasoning and Knowledge Evaluation10 LLM Benchmarks suite (AIME25, AIME26, CEval, GPQA-D, HLE, IMO-AB, MMLU, MMLU-Pro, MMLU-Rd, MultiCh)llm chat instructionnlp20Jun 17, 2026
Text-to-Image GenerationZ-Imageimage generation editing20Jun 17, 2026
Aesthetic Image GenerationZ-Imageimage generation editing20Jun 17, 2026
CountdownCountdown 4llm chat instructionnlp20Jun 17, 2026
Time-series ForecastingWeathertabular time series20Jun 17, 2026
Time-series ForecastingETTm2tabular time series20Jun 17, 2026
Execution-based output predictionCRUXEval-O 200-sample (seed 42) (test)code developer ai20Jun 17, 2026
Cybersecurity (CTF)InterCode CTFcode developer aiadversarial safety security20Jun 17, 2026
State AbstractionAMA-Bench SArobotics embodied ai20Jun 17, 2026
State UpdatingAMA-Bench (SU)llm chat instruction20Jun 17, 2026
Causal InferenceAMA-Bench (CI)tabular time series20Jun 17, 2026
Physics ReasoningMemoryArena Physicsmiscellaneous20Jun 17, 2026
Mathematical ReasoningMemoryArena Mathllm chat instructionnlp20Jun 17, 2026
Uncertainty Quality AssessmentHCP brain dataset (test)bio medicaltabular time series20Jun 17, 2026
Direction of Arrival EstimationSimulated datasetspeech audio20Jun 17, 2026
Multi-hop QA2WikiMHQA Wiki18 index (test)nlpretrieval search rag20Jun 17, 2026
Style CompositionStyle Composition Benchmark (SCB)image generation editing20Jun 17, 2026
Super-res (4x)ImageNet 256x256computer vision20Jun 30, 2026
Single-view metric depth estimationOpenScene3d vision geometry20Jul 8, 2026
Single-view metric depth estimationWaymo3d vision geometry20Jul 8, 2026
Image ClassificationImageNet (val)computer vision20Jun 16, 2026
Image ClassificationImageNet 1k (test)computer vision20Jun 16, 2026
Reading ComprehensionDROPnlp20Jun 16, 2026