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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 1444 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Action RecognitionSSv2 (train-test)computer vision21May 13, 2026
Action RecognitionHMDB51 (train-test)computer vision21May 13, 2026
Vulnerable Agent IdentificationBattle environment 144 agents, 72 adversariesagents tool userobotics embodied ai21May 13, 2026
Vulnerable Agent IdentificationBattle environment 64 agents, 32 adversariesagents tool userobotics embodied ai21May 13, 2026
Video Temporal GroundingCharadescomputer visionnlp21May 13, 2026
Exploitability MinimizationDouble-Board HUNLadversarial safety security21May 12, 2026
Image SynthesisImageNet 256x256image generation editing21Jun 5, 2026
SegmentationHAM10000 (Hard Samples)computer vision21May 12, 2026
Instruction FollowingIFEvalllm chat instruction21May 15, 2026
Link predictionBioKG (test)graph21May 12, 2026
3D radiotherapy target segmentationMultimodal 3D radiotherapy target dataset All samples3d vision geometrybio medical+121May 12, 2026
Text-to-Image GenerationPokémonimage generation editing21May 29, 2026
Pairwise preference evaluationCommon2sensellm chat instruction21May 12, 2026
Long-term forecastingWeather Horizon 96tabular time series21May 15, 2026
Audio Deepfake DetectionWaveFake Average (test)speech audio21May 12, 2026
Audio Deepfake DetectionWaveFake WaveGlow (test)speech audio21May 12, 2026
Audio Deepfake DetectionWaveFake PWG (test)speech audio21May 12, 2026
Audio Deepfake DetectionWaveFake HiFi-GAN (test)speech audio21May 12, 2026
Audio Deepfake DetectionWaveFake MelGAN (L) (test)speech audio21May 12, 2026
Forward PDE SolvingForward benchmarks 5 PDEsmiscellaneous21May 12, 2026
Cross-domain LLM EvaluationMMLU, GSM8K, MultiArith, SVAMP, AQuA, HumanEvalllm chat instructioncode developer ai+321May 12, 2026
MACD PredictionFinance 30 daystabular time series21May 12, 2026
MACD PredictionFinance 7 daystabular time series21May 12, 2026
Causal DiscoveryLR-gaussian-20-20-2tabular time series21May 12, 2026
Causal DiscoveryLR-gaussian-10-10-2tabular time series21May 12, 2026