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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 1193 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
ECG ClassificationZZU pECG (test)bio medicaltabular time series24May 11, 2026
Safety GuardrailingULSPB 350 interaction runsadversarial safety security24May 11, 2026
Embedding ReconstructionCLIP vision embeddings CC3M and ImageNetcomputer visionretrieval search rag24May 8, 2026
Minimize transmit power with SINR and SIC constraintsFull Duplex QAM Scenario 05miscellaneous24May 8, 2026
Maximize minimum secrecy rate with eavesdropper constraintsCognitive Radio multicast secrecy Scenario 04miscellaneous24May 8, 2026
Mathematical ReasoningSVAMPllm chat instructionnlp24May 8, 2026
Mathematical ReasoningGSM8k Hardllm chat instructionnlp24May 8, 2026
Mathematical ReasoningGSM8kllm chat instructionnlp24May 8, 2026
Feature AttributionImageNet 1000 samples (val)nlp24May 8, 2026
Automated profiling auditAcademic records profiling datasetnlp24May 8, 2026
Robot ManipulationGoogle Robot variant evaluation SimplerEnvrobotics embodied ai24May 8, 2026
Visual Information SeekingInfoSeekcomputer visionretrieval search rag24May 7, 2026
Web-search QABrowseComp-VLretrieval search ragllm chat instruction24May 7, 2026
Multimodal Question AnsweringLiveVQAmultimodalnlp+124May 7, 2026
Web-search QAVDRretrieval search ragllm chat instruction24May 7, 2026
Hallucination DetectionTriviaQA n=1000 (test)llm chat instructionnlp24May 7, 2026
Hallucination DetectionPopQA n=1000 (test)llm chat instructionnlp24May 7, 2026
Tool Usetool-use (test)agents tool use24May 7, 2026
Hallucination DetectionMedHallullm chat instructionnlp24May 19, 2026
Medical Image ClassificationHarvard-FairVLMed Linear Probing (test)bio medicalcomputer vision24May 7, 2026
Binary classificationCreditcardtabular time series24Jun 17, 2026
Binary classificationJasminetabular time series24Jun 17, 2026
Binary classificationOVA Uterustabular time series24Jun 17, 2026
Code GenerationHumanEvalcode developer ai24May 7, 2026
Science ReasoningGPQAnlpbio medical24May 7, 2026