Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 2162 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Multimodal Understanding | Aggregate Non-MME Suite | 16 | May 19, 2026 | ||
| Hallucination Detection | Hall | 16 | May 19, 2026 | ||
| Visual Spatial Reasoning | Visual Spatial Reasoning | 16 | May 19, 2026 | ||
| Multi-modal Understanding | Cambrian | 16 | May 19, 2026 | ||
| Aggregate Multimodal Performance | Multimodal Evaluation Summary | 16 | May 19, 2026 | ||
| Spatial Relation Reasoning | Visual Spatial Reasoning | 16 | May 19, 2026 | ||
| Cultural Understanding | CCBench | 16 | May 19, 2026 | ||
| Real-world Perception | RealWorldQA | 16 | May 19, 2026 | ||
| Multimodal Understanding | HallusionBench, MME, AI2D, RealWorldQA, ScienceQA, POPE, MMBench (EN/CN), CCBench, Visual Spatial Reasoning, Visual7W (test) | 16 | May 19, 2026 | ||
| Multimodal Understanding | MM-Bench | 16 | May 19, 2026 | ||
| Visual Question Answering | CCB | 16 | May 19, 2026 | ||
| Chart Question Answering | CCBench | 16 | May 19, 2026 | ||
| Hypergraph node classification | House 50/25/25 (test) | 16 | May 19, 2026 | ||
| Hypergraph node classification | Pubmed 50/25/25 (test) | 16 | May 19, 2026 | ||
| Hypergraph node classification | Citeseer 50/25/25 (test) | 16 | May 19, 2026 | ||
| Hierarchical Image Classification | iNaturalist 2021 | 16 | Jun 23, 2026 | ||
| Scam Detection | Scam Detection Benchmark Single-App Content | 16 | May 19, 2026 | ||
| Motor Decoding | HCP motor decoding | 16 | May 19, 2026 | ||
| Mathematical Reasoning | Mathematical Reasoning Aggregate GSM8K, MATH, DAPO-MATH, AMC23, AIME25 | 16 | May 19, 2026 | ||
| Mathematical Reasoning | DAPO-MATH | 16 | May 19, 2026 | ||
| Jailbreak | AdvBench (test) | 16 | May 18, 2026 | ||
| Jailbreak Attack | Chao 2024 | 16 | May 18, 2026 | ||
| Set Containment | Synthetic dataset (test) | 16 | May 18, 2026 | ||
| Metric Depth Estimation | DepthVLM-Bench 1.0 (test) | 16 | May 18, 2026 | ||
| Clustering | MSRC V1 | 16 | May 18, 2026 |