Research

Benchmarks

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

309,131 benchmarksPage 2158 of 12,366

Task	Dataset	Domain	Results	Last update
Vessel segmentation	CHASE-DB	computer visionbio medical	16	May 21, 2026
Multi-key needle-in-a-haystack recall	Multi-key needle-in-a-haystack 128k context length	llm chat instructionretrieval search rag	16	May 21, 2026
Multi-key needle-in-a-haystack recall	Multi-key needle-in-a-haystack 64k context length	llm chat instructionretrieval search rag	16	May 21, 2026
Multi-key needle-in-a-haystack recall	Multi-key needle-in-a-haystack 32k context length	llm chat instructionretrieval search rag	16	May 21, 2026
Multi-key needle-in-a-haystack recall	Multi-key needle-in-a-haystack 16k context length	llm chat instructionretrieval search rag	16	May 21, 2026
Multi-key needle-in-a-haystack recall	Multi-key needle-in-a-haystack 8k context length	llm chat instructionretrieval search rag	16	May 21, 2026
Multi-key needle-in-a-haystack recall	Multi-key needle-in-a-haystack 4k context length	llm chat instructionretrieval search rag	16	May 21, 2026
Language Modeling	C4	nlp	16	May 21, 2026
Critical Scenario Generation	SafeBench Scenario 6 (Unprotected Left-turn)	robotics embodied ai	16	May 21, 2026
Camera pose estimation	Sintel	3d vision geometrycomputer vision	16	Jul 7, 2026
Safety Evaluation	DrAttack	adversarial safety security	16	May 21, 2026
Safety Evaluation	ReNeLLM	adversarial safety security	16	May 21, 2026
Safety Evaluation	PAP	adversarial safety security	16	May 21, 2026
Safety Evaluation	DRA	adversarial safety security	16	May 21, 2026
Safety Evaluation	GCG	adversarial safety security	16	May 21, 2026
Safety Evaluation	AutoDAN	adversarial safety security	16	May 21, 2026
Safety Evaluation	Do-Not	adversarial safety security	16	May 21, 2026
Safety Evaluation	Xs (test)	adversarial safety security	16	May 21, 2026
Control calibration	Control	miscellaneous	16	May 21, 2026
Tool-use security and utility evaluation	Security	agents tool useadversarial safety security	16	May 21, 2026
Trajectory step classification	Trajectory nine-category label set	robotics embodied ai	16	May 21, 2026
Out-of-Distribution Detection	CelebA Far-OOD	computer visiontabular time series	16	May 21, 2026
Out-of-Distribution Detection	DTD Far-OOD	computer visiontabular time series	16	May 21, 2026
Multimodal Anomaly Detection	MMAD 1-shot	multimodalcomputer vision+1	16	May 21, 2026
Multimodal forecasting	Time-MMD	multimodaltabular time series	16	May 21, 2026