Loading the SOTA2 catalog…
SOTA2 Research · benchmarks
Compare state-of-the-art methods across the tasks and datasets used to measure AI progress.
| Task | Dataset | Domain | Trend | Results | Last Update |
|---|---|---|---|---|---|
| Dataset Distillation | CIFAR-10 (test) | 79 | Feb 26, 2026 | ||
| Gesture recognition | DVS Gesture (test) | 79 | Feb 26, 2026 | ||
| Image Synthesis | CIFAR-10 | 79 | Feb 26, 2026 | ||
| Temporal Knowledge Graph Reasoning | ICEWS18 (test) | 79 | Feb 26, 2026 | ||
| Enhancing Tumor Segmentation | BraTS 2018 |
| 79 |
| May 19, 2026 |
| Group Activity Recognition | Volleyball Dataset (VD) (original) | 79 | Feb 26, 2026 |
|---|
| 3D Surface Reconstruction | DTU (test) | 79 | Mar 5, 2026 |
|---|
| Video Denoising | DAVIS | 79 | Feb 26, 2026 |
|---|
| Image Captioning | TextCaps (val) | 79 | Jun 4, 2026 |
|---|
| Saliency Object Detection | SIP | 79 | Apr 21, 2026 |
|---|
| Classification | CUB (test) | 79 | Feb 26, 2026 |
|---|
| Super-Resolution | Manga109 2x | 79 | Jun 19, 2026 |
|---|
| Node Classification | Flickr (test) | 79 | Jun 1, 2026 |
|---|
| Image Classification | CIFAR-10 Long-Tailed 1.0 (test) | 79 | May 19, 2026 |
|---|
| Out-of-distribution Detection | CIFAR-10 (in-distribution) TinyImageNet (out-of-distribution) (test) | 79 | May 26, 2026 |
|---|
| Color Image Denoising | Kodak24 (test) | 79 | Feb 26, 2026 |
|---|
| Image Classification | Places365 | 79 | Jul 7, 2026 |
|---|
| Node Classification | Cora (random) | 79 | Jun 9, 2026 |
|---|
| Pixel-by-pixel Image Classification | Permuted Sequential MNIST (pMNIST) (test) | 79 | Feb 26, 2026 |
|---|
| Action Detection | THUMOS 2014 (test) | 79 | Feb 27, 2026 |
|---|
| Image Classification | MNIST -> USPS (test) | 79 | Mar 13, 2026 |
|---|
| Scene Text Recognition | SVT | 79 | Mar 20, 2026 |
|---|
| Out-of-distribution Detection | CIFAR-10 (ID) vs Celeb-A (OOD) | 79 | May 22, 2026 |
|---|
| Node classification | Penn94 | 79 | May 20, 2026 |
|---|
| Few-Shot Semantic Segmentation | COCO-20i (test) | 79 | Feb 26, 2026 |
|---|