Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 1458 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Global SoS Estimation | Simulations | 21 | Apr 7, 2026 | ||
| Medical Code Mapping | VA local laboratory codes to LOINC/LP | 21 | Apr 7, 2026 | ||
| Frame-level Spoofing Detection | PartialSpoof (test) | 21 | Apr 6, 2026 | ||
| Medical Image Segmentation | REFUGE2 Zeiss | 21 | Apr 6, 2026 | ||
| Medical Image Segmentation | REFUGE TOPCON 2 | 21 | Apr 6, 2026 | ||
| Medical Image Segmentation | KOWA REFUGE2 | 21 | Apr 6, 2026 | ||
| Medical Image Segmentation | ETIS FedPolyp | 21 | Apr 6, 2026 | ||
| Medical Image Segmentation | CVC-ColonDB FedPolyp | 21 | Apr 6, 2026 | ||
| Medical Image Segmentation | CVC-ClinicDB FedPolyp | 21 | Apr 6, 2026 | ||
| Instruction Following | IFBench | 21 | Apr 6, 2026 | ||
| Denoising + Deblurring + Deshadowing | SRD (test) | 21 | Apr 6, 2026 | ||
| Denoising + Deblurring + Declouding | RICE2 (test) | 21 | Apr 6, 2026 | ||
| Denoising + Deblurring + Declouding | RICE1 (test) | 21 | Apr 6, 2026 | ||
| Multi-label diagnostic classification | MS-CXR-T | 21 | Apr 20, 2026 | ||
| Captioning Hallucination | OBJHal | 21 | Apr 6, 2026 | ||
| VQA Hallucination | MMHal | 21 | Apr 6, 2026 | ||
| Semantic Segmentation | ISBI 2012 | 21 | May 8, 2026 | ||
| Embodied Navigation | GOAT-Bench unseen (val) | 21 | Jun 4, 2026 | ||
| Action Recognition | NTU-60 | 21 | May 22, 2026 | ||
| Hypersonic Thermal Protection System design and analysis | HyTPS-Bench | 21 | Apr 3, 2026 | ||
| Novelty Detection | LSST Scenario 4 v1 (test) | 21 | Apr 3, 2026 | ||
| Time Series Classification | LSST Scenario 3 v1 (test) | 21 | Apr 3, 2026 | ||
| Time Series Classification | LSST Scenario 2 v1 (test) | 21 | Apr 3, 2026 | ||
| Time Series Classification | LSST Scenario 1 v1 (test) | 21 | Apr 3, 2026 | ||
| Membership Inference Attack | VL-MIA Text LLaMA Adapter TEXTLEN=64 | 21 | Apr 2, 2026 |