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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 114 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Global Weather ForecastingERA5 litetabular time series108May 28, 2026
Robotic ManipulationLIBEROrobotics embodied ai108Jun 23, 2026
Legal case grading agreementPublic lawnlp108May 21, 2026
Legal case grading agreementCriminal lawnlp108May 21, 2026
Black-box Adversarial AttackModelNet40adversarial safety securitycomputer vision108May 20, 2026
Linear RegressionLHSM m=16 (test)tabular time series108May 19, 2026
Linear RegressionLHSM (test)tabular time series108May 19, 2026
RerankingTREC DL 2019 v1 (test)retrieval search rag108May 15, 2026
Document RerankingTREC DL 2019 and 2020 (test)retrieval search rag108May 15, 2026
RerankingTREC DL 2019 (test)retrieval search rag108May 15, 2026
Medical Image SynthesisBraTSbio medicalimage generation editing108May 12, 2026
ClassificationCIFAR-10computer visionnlp+3108May 11, 2026
Linguistic AcceptabilityCoLAnlp108Jul 1, 2026
Science Question AnsweringARC Easynlpbio medical108Jun 24, 2026
Backdoor DefenseCIFAR-10adversarial safety security108Jul 8, 2026
Kernel SpeedupSynthetic Large Configuration (D=8192, V=128k)miscellaneous108Mar 18, 2026
Commonsense ReasoningCommonsenseQAnlp108May 4, 2026
Text-to-Image GenerationGenEvalimage generation editing108Apr 28, 2026
Reasoning7-benchmark commonsense and reading-comprehension suite (ARC-Easy, ARC-Challenge, HellaSwag, WinoGrande, PIQA, BoolQ, and OpenBookQA) LM Evaluation Harness default (test)llm chat instructionnlp108Feb 26, 2026
Watermark DetectionStable Diffusion-Prompts (SDP) 350 watermarked imagesadversarial safety security108Feb 26, 2026
Traffic State EstimationI-24 MOTION 200x200 grids (unobserved pixels)tabular time series108Feb 26, 2026
Long-context understandingLongBench 1.0 (test)llm chat instructionnlp108Jun 24, 2026
Autonomous Driving PlanningNAVSIM Navhard v2robotics embodied ai108Jun 16, 2026
Video Depth EstimationBonn3d vision geometrycomputer visionVideo Depth Estimation on Bonn performance trend108Apr 24, 2026
ClassificationSST2computer visionnlp+3108Jun 5, 2026