List your company

Research

Benchmarks

Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.

309,131 benchmarksPage 1643 of 12,366

Benchmarks

TaskDatasetDomainTrendResultsLast update
Function CallingBFCL Simple Pythonllm chat instructionagents tool use20Mar 4, 2026
Autonomous DrivingCARLA Leaderboard official 1.0 (test)robotics embodied aicomputer vision20Mar 27, 2026
Workflow Generation and ExecutionFlowBench 141 cases (694 tests)agents tool use20Feb 26, 2026
Multi-Agent Path Finding400x400x25 grid environment (4 temporal NFZs) (20 scenarios)robotics embodied ai20Feb 26, 2026
Multi-Agent Path Finding400x400x25 grid environment 2 temporal NFZs (20 scenarios)robotics embodied ai20Feb 26, 2026
Multi-Agent Path Finding400x400x25 grid environment 0 temporal NFZs (20 scenarios)robotics embodied ai20Feb 26, 2026
Text-to-3D GenerationGPTEval3D 110 prompts 1.0image generation editing3d vision geometry20Feb 26, 2026
Question AnsweringOpenBookQAnlp20Feb 26, 2026
Question AnsweringARC Challengenlp20Feb 26, 2026
Diabetic Retinopathy (DR) gradingIDRIDbio medicalcomputer vision20Mar 16, 2026
Diabetic Retinopathy (DR) gradingFGADRbio medicalcomputer vision20Mar 16, 2026
Disinformation DetectionFive datasets overallnlp20Feb 26, 2026
Object DetectionSim10K to Cityscapes (car)computer vision20Feb 26, 2026
3D ReconstructionZip-NeRF3d vision geometry20Feb 26, 2026
3D ReconstructionT&T3d vision geometry20Feb 26, 2026
Novel View SynthesisZipNeRF (test)3d vision geometry20Feb 26, 2026
(Image, Text)-to-Text RetrievalInfoSeekmultimodalretrieval search rag20Feb 26, 2026
Membership Inference AttackSingle-target entity-level unlearning Forget vs Test samples paraphrased (test)adversarial safety security20Feb 26, 2026
Relative Pose EstimationMegaDepth 1500 (test)3d vision geometry20Feb 26, 2026
Pixel-level Anomaly DetectionEndocomputer vision20May 28, 2026
Mathematical ReasoningASDivllm chat instructionnlp20Feb 26, 2026
Mathematical ReasoningSVAMPllm chat instructionnlp20Feb 26, 2026
Mathematical ReasoningGSM8Kllm chat instructionnlp20Feb 26, 2026
Mathematical ReasoningGSM8K (test)llm chat instructionnlp20Feb 26, 2026
Instruction TuningInstruction Tuning Datasets 1.0 (train test)llm chat instructionnlp20Feb 26, 2026