Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 2108 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Language Understanding | In-domain (test) | 16 | Jul 3, 2026 | ||
| Multitask Language Understanding | MMLU | 16 | Jul 3, 2026 | ||
| Mathematical Reasoning | OlympiadBench | 16 | Jul 3, 2026 | ||
| Foundation Model Evaluation | AGIEval | 16 | Jul 3, 2026 | ||
| Multimodal Reasoning | MathVista | 16 | Jul 3, 2026 | ||
| Multimodal Reasoning | MMMU | 16 | Jul 3, 2026 | ||
| Visual Object Tracking | NfS 30 FPS (test) | 16 | Jul 3, 2026 | ||
| Node Classification | Twitch Gamers Balanced Cross-domain setting 12 clients 1:1:1:1:1:1 ratio | 16 | Jul 2, 2026 | ||
| Remote Sensing Visual Grounding | VRS-Bench | 16 | Jul 2, 2026 | ||
| Text-to-Image Generation | MS-COCO 2014 | 16 | Jul 2, 2026 | ||
| LoRA Merging Performance | LoRA problem types English | 16 | Jul 2, 2026 | ||
| General Language Capability | MMLU, GSM8K, HEval, IFEval, MTBench | 16 | Jul 2, 2026 | ||
| Over-refusal Evaluation | XSTest, CoCoNot | 16 | Jul 2, 2026 | ||
| Visual Question Answering | Average over [20-22, 50] | 16 | Jul 2, 2026 | ||
| Generalized Category Discovery | Stanford-Cars New classes | 16 | Jul 2, 2026 | ||
| Generalized Category Discovery | Stanford-Cars All classes | 16 | Jul 2, 2026 | ||
| Generalized Category Discovery | FGVC-Aircraft New classes | 16 | Jul 2, 2026 | ||
| Generalized Category Discovery | FGVC-Aircraft Old classes | 16 | Jul 2, 2026 | ||
| Generalized Category Discovery | FGVC-Aircraft All classes | 16 | Jul 2, 2026 | ||
| Generalized Category Discovery | CUB-200 New classes | 16 | Jul 2, 2026 | ||
| Generalized Category Discovery | CUB-200 Old classes | 16 | Jul 2, 2026 | ||
| Generalized Category Discovery | CUB-200 All classes | 16 | Jul 2, 2026 | ||
| Real World Tasks | ToB | 16 | Jul 2, 2026 | ||
| Retrieval | retrieval benchmark (hold-out) | 16 | Jul 2, 2026 | ||
| Long-context Question Answering | LoCoMo (test) | 16 | Jul 2, 2026 |