Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 2045 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Audio Reasoning | MMAU mini (test) | 17 | Apr 10, 2026 | ||
| Multi-class Classification | MMLU HELM | 17 | Feb 26, 2026 | ||
| Logical Reasoning | LSAT HELM | 17 | Feb 26, 2026 | ||
| Explicit Attack | Toy | 17 | Feb 26, 2026 | ||
| General Speech Restoration | DNS-Real Out-Domain (test) | 17 | Mar 13, 2026 | ||
| Reflection Removal | SIR2 Wild | 17 | Mar 27, 2026 | ||
| HDR Imaging | Challenge123 (test) | 17 | Feb 26, 2026 | ||
| Multimodal Classification | UCF101 (test) | 17 | Jun 11, 2026 | ||
| Video Captioning Evaluation | VidCapBench AE | 17 | Feb 26, 2026 | ||
| Document Reranking | BEIR | 17 | Mar 5, 2026 | ||
| 3D Scene Reconstruction | DTU | 17 | Mar 9, 2026 | ||
| 2D monocular depth estimation | nuScenes night | 17 | Feb 26, 2026 | ||
| 2D monocular depth estimation | nuScenes day-rain | 17 | Feb 26, 2026 | ||
| Time-series reasoning | Sleep-CoT 1.0 (test) | 17 | Feb 26, 2026 | ||
| PDE Solving | Poisson-Gauss (test) | 17 | Jun 9, 2026 | ||
| Spatial Reasoning | EmbodiedSpatial-Bench | 17 | Jun 30, 2026 | ||
| Spatial Reasoning | SpatialMQA | 17 | Jun 16, 2026 | ||
| Text-to-Image | GenAI-Bench 19 (test) | 17 | Feb 26, 2026 | ||
| Text-to-Image | OCR 6 (test) | 17 | Feb 26, 2026 | ||
| Text-to-Image | PickScore 15 (test) | 17 | Feb 26, 2026 | ||
| Mathematical Reasoning | MATH500 (val) | 17 | Apr 14, 2026 | ||
| EEG signal classification | BCIC-IV-2a | 17 | Feb 26, 2026 | ||
| Causal Discovery | Synthetic SF3 n=50, h=3 (test) | 17 | Feb 26, 2026 | ||
| Causal Discovery | Synthetic ER3 n=50, h=3 (test) | 17 | Feb 26, 2026 | ||
| Semantic Segmentation | Pangaea 10% train 1.0 (test) | 17 | Feb 26, 2026 |