Research
Benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
309,131 benchmarksPage 2217 of 12,366
Benchmarks
| Task | Dataset | Domain | Trend | Results | Last update |
|---|---|---|---|---|---|
| Novel View Synthesis | nuScenes low-frequency setting | 16 | Mar 16, 2026 | ||
| Tool Planning | m&m | 16 | Mar 16, 2026 | ||
| Tool Planning | GTA | 16 | Mar 16, 2026 | ||
| Clustering | pageblock | 16 | May 22, 2026 | ||
| Watermark similarity restoration | Watermarked ResNet-18 and EfficientNet models | 16 | Mar 16, 2026 | ||
| Time Series Forecasting | MSPG CGTSF (test) | 16 | Mar 16, 2026 | ||
| Time Series Forecasting | LEU CGTSF (test) | 16 | Mar 16, 2026 | ||
| Time Series Forecasting | PTF CGTSF (test) | 16 | Mar 16, 2026 | ||
| Goal-reaching Planning | PushT Long-Horizon (50 steps) | 16 | Jun 23, 2026 | ||
| Forgery Detection | FakeVLM and FakeShield Forgery Detection Suites | 16 | Mar 13, 2026 | ||
| Class-incremental classification | ImageNet Sub 10 tasks | 16 | Mar 13, 2026 | ||
| Class-incremental classification | CIFAR100 10 tasks | 16 | Mar 13, 2026 | ||
| Object Detection | CONDIS++ (augmented) | 16 | Mar 13, 2026 | ||
| Virtual Try-On | DressCode Paired | 16 | Jul 1, 2026 | ||
| Machine Translation | WMT 24++ | 16 | Mar 13, 2026 | ||
| Polyp Segmentation | Polyp Segmentation Domain D | 16 | Mar 13, 2026 | ||
| Polyp Segmentation | Polyp Segmentation Domain C | 16 | Mar 13, 2026 | ||
| Polyp Segmentation | Polyp Segmentation Domain B | 16 | Mar 13, 2026 | ||
| Polyp Segmentation | Polyp Segmentation Domain A | 16 | Mar 13, 2026 | ||
| Context-aware turn-taking | SPGI | 16 | Mar 13, 2026 | ||
| Context-aware turn-taking | Friends | 16 | Mar 13, 2026 | ||
| Context-aware turn-taking | AMI | 16 | Mar 13, 2026 | ||
| Task progression failure detection | Cover Object (Combined) | 16 | Mar 13, 2026 | ||
| Task progression failure detection | Cover Object Policy Success Rate: 3% (Out-of-Distribution) | 16 | Mar 13, 2026 | ||
| Task progression failure detection | Cover Object Policy Success Rate: 98% (In-Distribution) | 16 | Mar 13, 2026 |