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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 84 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Equilibrium State EstimationCOVID-19tabular time series132Jun 12, 2026
RerankingTREC DL 2020retrieval search rag132May 15, 2026
Image GenerationGenEvalimage generation editing132Jul 3, 2026
Multimodal Sentiment AnalysisMOSImultimodalnlp132Mar 17, 2026
Graph ClassificationPeptides-Funcgraph132Jun 4, 2026
Document ParsingOmniDocBench 1.5 (test)nlpcomputer vision132May 28, 2026
Private vector-wise filteringPrivate vector-wise filtering online phase (test)retrieval search ragadversarial safety security132Feb 26, 2026
Jailbreak AttackHADESadversarial safety security132Jul 7, 2026
Question AnsweringHotpotQAnlp132May 8, 2026
JailbreakingAdvBenchadversarial safety securityllm chat instruction132Apr 21, 2026
Camera Pose EstimationCO3D v23d vision geometrycomputer visionCamera Pose Estimation on CO3D v2 performance trend132Jul 7, 2026
Code GenerationHumanEval+ (test)code developer aiCode Generation on HumanEval+ (test) performance trend132May 28, 2026
Graph Anomaly DetectionAmazongraphGraph Anomaly Detection on Amazon performance trend132Jun 12, 2026
Question AnsweringQASPER (test)nlp132May 19, 2026
Language ModelingThe Pilenlp132Jul 7, 2026
Object DetectionMS COCO novel classescomputer vision132Feb 27, 2026
Dataset DistillationCIFAR-100 (test)miscellaneous132Mar 4, 2026
Novel View SynthesisScanNet3d vision geometry132Jun 4, 2026
Object DetectionCOCO mini (val)computer visionObject Detection on COCO mini (val) performance trend132Apr 2, 2026
Node ClassificationCLUSTER (test)graph132Jul 1, 2026
Text ClassificationTREC (test)nlp132Jun 30, 2026
Zero-Shot LearningSUNcomputer visionnlpZero-Shot Learning on SUN performance trend132Mar 19, 2026
Video Object SegmentationSA-V (test)computer visionVideo Object Segmentation on SA-V (test) performance trend132Jul 7, 2026
Jailbreak AttackJailbreakBenchadversarial safety security132Feb 26, 2026
Embodied Task ExecutionROBOTHORrobotics embodied ai131Jun 15, 2026