Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 2023 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Clustering | letter | 17 | Mar 31, 2026 | ||
| Clustering | cifar10 | 17 | Mar 31, 2026 | ||
| Multimodal Mathematical Reasoning | WeMath (test) | 17 | Mar 31, 2026 | ||
| Image Classification | EuroSAT | 17 | Apr 1, 2026 | ||
| Monocular Metric Depth Estimation | ScanNet++ | 17 | Jun 1, 2026 | ||
| Fine-grained Open-vocabulary Object Detection | FG-OVD 1.0 (test) | 17 | Mar 31, 2026 | ||
| Image Retrieval | GPR1200 | 17 | Mar 30, 2026 | ||
| Localization | Hazard Detection (val) | 17 | Mar 30, 2026 | ||
| Text Generation | Hazard Detection (val) | 17 | Mar 30, 2026 | ||
| 3D Semantic Segmentation | Matterport3D K=160 (test) | 17 | Mar 30, 2026 | ||
| 3D Semantic Segmentation | Matterport3D K=80 (test) | 17 | Mar 30, 2026 | ||
| 3D Semantic Segmentation | Matterport3D K=40 (test) | 17 | Mar 30, 2026 | ||
| Camouflaged Object Detection | OVCOD-D | 17 | Mar 30, 2026 | ||
| Open-Vocabulary 3D Semantic Segmentation | ScanNet 10 classes | 17 | Jun 30, 2026 | ||
| Open-Vocabulary 3D Semantic Segmentation | ScanNet 15 classes | 17 | Jun 30, 2026 | ||
| Open-Vocabulary 3D Semantic Segmentation | ScanNet 19 classes | 17 | Jun 30, 2026 | ||
| Video Quality Justification | S2I-Bench | 17 | Mar 30, 2026 | ||
| Speech reconstruction | Seed-TTS English | 17 | May 28, 2026 | ||
| Panoptic Segmentation | SemanticKITTI (val) | 17 | Mar 27, 2026 | ||
| Multiple Choice Question Answering | Medical and Mental Health MCQA (MHQA, MedMCQA, MMLU-hsp, MMLU-pp, USMLE) | 17 | Mar 27, 2026 | ||
| Classification | Mental Health Classification Datasets (ANGST, dreaddit, CAMS, SAD) | 17 | Mar 27, 2026 | ||
| Multimodal Event Forecasting | ICE IMG-TXT 18 | 17 | Mar 27, 2026 | ||
| Multimodal Event Forecasting | ICE IMG-TXT 14 | 17 | Mar 27, 2026 | ||
| Autonomous Navigation | Gazebo simulation 50 dynamic and static obstacles | 17 | May 29, 2026 | ||
| Image Captioning | COCO | 17 | Mar 26, 2026 |