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 |
|---|---|---|---|---|---|
| Few-shot Classification | ModelNet40 10-way 10-shot | 117 | May 6, 2026 | ||
| Video Question Answering | MSRVTT | 117 | Jun 24, 2026 | ||
| Image Classification | PCAM | 117 | May 19, 2026 | ||
| 3D Object Detection | DAIR-V2X |
| 117 |
| Mar 25, 2026 |
| Novel View Synthesis | Tanks & Temples | 117 | May 20, 2026 |
|---|
| Few-shot Image Classification | miniImageNet (test) | 117 | Apr 28, 2026 |
|---|
| Deblurring | RealBlur-R | 117 | Jul 2, 2026 |
|---|
| Image Classification | ImageNet-C | 117 | Apr 24, 2026 |
|---|
| Optical Flow Estimation | KITTI 2015 (test) | 117 | Jun 30, 2026 |
|---|
| 5-way Image Classification | tieredImageNet 5-way (test) | 117 | Feb 26, 2026 |
|---|
| 3D Semantic Segmentation | ScanNet (test) | 117 | May 21, 2026 |
|---|
| Temporal Action Segmentation | 50Salads | 117 | May 12, 2026 |
|---|
| Link Prediction | Cora (test) | 117 | Jul 1, 2026 |
|---|
| Image Classification | ILSVRC 2012 (test) | 117 | Feb 26, 2026 |
|---|
| Image Reconstruction | Unrolling Experiment Dataset | 117 | Feb 26, 2026 |
|---|
| Image Generation | LSUN church | 117 | Mar 5, 2026 |
|---|
| Out-of-Distribution Detection | OpenImage-O | 117 | Jun 17, 2026 |
|---|
| Text-to-Video Retrieval | YouCook2 | 117 | May 27, 2026 |
|---|
| Image Classification | SUN397 | 116 | May 28, 2026 |
|---|
| Multi-task Language Understanding | MMLU | 116 | May 27, 2026 |
|---|
| Question Answering | ARC-C | 116 | May 27, 2026 |
|---|
| Visual Reasoning | BLINK | 116 | Jul 7, 2026 |
|---|
| Name and Type Extraction | BPMN dataset | 116 | Feb 26, 2026 |
|---|
| Relation and Type Extraction | BPMN | 116 | Feb 26, 2026 |
|---|
| BPMN Element Type Classification | BPMN Diagrams Dataset | 116 | Feb 26, 2026 |
|---|