Research

Benchmarks

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

309,131 benchmarksPage 1288 of 12,366

Task	Dataset	Domain	Results	Last update
Image Classification	ImageNet and OOD variants	computer vision	23	Jul 7, 2026
Image Restoration	CCDD-11	computer vision	23	Jul 7, 2026
Camera Movement Understanding	ACaM synthetic videos (test)	computer vision	23	Jul 7, 2026
Video Multiple Choice Question Answering	ACaM real-world videos 1.0 (test)	computer visionmultimodal	23	Jul 7, 2026
Binary Question Answering	ACaM Synthetic Videos Binary QA (test)	nlpllm chat instruction	23	Jul 7, 2026
Spatial Understanding	BLINK (val)	computer visionmultimodal	23	Jul 7, 2026
Video Temporal Grounding	ActivityNet Captions (IID)	computer visionnlp	23	Jul 2, 2026
Object concept unlearning	UnlearnCanvas	computer vision	23	Jul 1, 2026
Needle-in-a-Haystack retrieval	NIAH-Single-3 256K context	retrieval search rag	23	Jun 30, 2026
Needle-in-a-Haystack retrieval	NIAH-Single-3 128K context	retrieval search rag	23	Jun 30, 2026
Needle-in-a-Haystack retrieval	NIAH-Single-3 64K context	retrieval search rag	23	Jun 30, 2026
Needle-in-a-Haystack retrieval	NIAH-Single-3 32K context	retrieval search rag	23	Jun 30, 2026
Needle-in-a-Haystack retrieval	NIAH-Single-2 256K context	retrieval search rag	23	Jun 30, 2026
Needle-in-a-Haystack retrieval	NIAH-Single 128K context 2	retrieval search rag	23	Jun 30, 2026
Needle-in-a-Haystack retrieval	NIAH-Single-2 32K context	retrieval search rag	23	Jun 30, 2026
Needle-in-a-Haystack retrieval	NIAH-Single-1 256K context	retrieval search rag	23	Jun 30, 2026
Needle-in-a-Haystack retrieval	NIAH-Single-1 128K context	retrieval search rag	23	Jun 30, 2026
Needle-in-a-Haystack retrieval	NIAH-Single-1 64K context	retrieval search rag	23	Jun 30, 2026
Needle-in-a-Haystack retrieval	NIAH-Single-1 32K context	retrieval search rag	23	Jun 30, 2026
Spatial Causal Inference	SpaCE Air Pollution and Mortality PM2.5 -> m, rd=1, rho_pop confounding 1.0 (test)	tabular time series	23	Jun 30, 2026
Multi-turn Agent Task	ALFWorld	agents tool use	23	Jun 29, 2026
Forecasting	M1 Competition 1001 (all)	tabular time series	23	Jun 29, 2026
Multiple-choice Video Harmfulness Understanding	HarmVideoBench (test)	computer visionnlp	23	Jun 26, 2026
Image Generation	WISE-Verified	image generation editing	23	Jun 26, 2026
Classification	Edible Insect Authentication leave-one-batch-out (LOBO)	computer visionnlp+3	23	Jun 26, 2026