Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 2054 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Point Cloud Registration | KAIST Avia → Ouster | 17 | Feb 26, 2026 | ||
| Point Cloud Registration | TIERS Vel16 → OS128 | 17 | Feb 26, 2026 | ||
| Point Cloud Registration | TIERS OS64 → Vel16 | 17 | Feb 26, 2026 | ||
| Point Cloud Registration | TIERS OS128 → OS64 | 17 | Feb 26, 2026 | ||
| Camouflaged Object Detection | NC4K 4121 images (test) | 17 | Feb 26, 2026 | ||
| Fine-grained classification | CompCars | 17 | Feb 26, 2026 | ||
| Text-to-point-cloud-submap retrieval | KITTI360Pose (test) | 17 | Apr 3, 2026 | ||
| Nonlinear Deblur | ImageNet | 17 | May 27, 2026 | ||
| Novel View Synthesis | Objaverse | 17 | Apr 23, 2026 | ||
| AI-generated image detection | StarGAN generator (test) | 17 | Apr 15, 2026 | ||
| AI-generated image detection | CycleGAN generator (test) | 17 | Apr 15, 2026 | ||
| Image Manipulation Detection and Localization | Average (CASIAv1, Columbia, COVERAGE, IMD2020, NIST16) | 17 | Apr 20, 2026 | ||
| Complex Scene Reasoning | SEEDBench | 17 | Feb 26, 2026 | ||
| Compositional Question Answering | GQA | 17 | Feb 26, 2026 | ||
| Hallucination Robustness | Hallusion-Bench | 17 | Feb 26, 2026 | ||
| Structure-dependent Inference | MMMU Reasoning | 17 | Feb 26, 2026 | ||
| Complex Scene Reasoning | EMMA mini | 17 | Feb 26, 2026 | ||
| Multimodal Perception and Grounding | MME-RealWorld | 17 | Feb 26, 2026 | ||
| Retinal Vessel Segmentation | RECOVERY FA19 | 17 | Feb 26, 2026 | ||
| Video Event Grounding | ActivityNet | 17 | Feb 26, 2026 | ||
| Image Rescaling | DIV2K (val) | 17 | Feb 26, 2026 | ||
| Fake News Detection | Weibo21 | 17 | Feb 26, 2026 | ||
| Document Layout Analysis | M6Doc (test) | 17 | Feb 26, 2026 | ||
| Explainable AI Evaluation | ImageNet-S | 17 | Feb 27, 2026 | ||
| 3D Reconstruction | KITTI | 17 | Jul 8, 2026 |