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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 2156 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Emotion RecognitionSEED-Vspeech audiocomputer vision+116Jun 2, 2026
Multimodal Visual Question AnsweringLLaVA Evaluation Suite (GQA, MME, POPE, SQA-Img, VizWiz, VQAv2, MMB-En) 1.5multimodalcomputer vision+116May 22, 2026
Backdoor Defense in Time Series ForecastingPEMS03 v1 (full)tabular time seriesadversarial safety security16May 22, 2026
Time Series ForecastingPEMS03 BackTime Attacktabular time series16May 22, 2026
Time Series ForecastingPEMS03 Random Attacktabular time series16May 22, 2026
Multi-hop RetrievalAverage (HotpotQA, 2WikiMultihopQA, Musique, Morehopqa) (test)retrieval search ragnlp16May 22, 2026
Multi-hop RetrievalMorehopqa (test)retrieval search ragnlp16May 22, 2026
Zero-shot ClassificationCOCO VIS-IRnlpcomputer vision16May 22, 2026
Zero-shot ClassificationCOCO IRnlpcomputer vision16May 22, 2026
Zero-shot ClassificationCOCO VISnlpcomputer vision16May 22, 2026
Logistic regressionDOROTHEAtabular time series16May 22, 2026
RecommendationAmazon Electronics full-sort protocoltabular time series16May 22, 2026
RecommendationAmazon Sports full-sort protocoltabular time series16May 22, 2026
RecommendationAmazon Baby full-sort protocoltabular time series16May 22, 2026
Memorization DetectionSD LAION Lexica COCO-2017 GPT-4 1000 prompts 1.4 (Evaluation)image generation editing16May 22, 2026
Spatiotemporal-sensitive video understandingTimeBlindcomputer vision16May 22, 2026
Spatiotemporal-sensitive video understandingDyBenchcomputer vision16May 22, 2026
Disease ClassificationCT-RATE (test)bio medicalcomputer vision16Jun 24, 2026
Mathematical ReasoningMATH original and paraphrased (train)llm chat instructionnlp16May 22, 2026
Mathematical ReasoningGSM8K original and paraphrased (train)llm chat instructionnlp16May 22, 2026
Aggregate PerformanceAggregate HotPotQA, LiveBench-Math, Formulamiscellaneous16May 22, 2026
Formula EvaluationFormulamiscellaneous16May 22, 2026
Question AnsweringHotPotQAnlp16May 22, 2026
Mathematical ReasoningLiveBench Mathllm chat instructionnlp16May 22, 2026
PMI ranking estimationGoEmotions (500 held-out pairs)nlp16May 22, 2026