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 |
|---|---|---|---|---|---|
| Image-Text Retrieval | COCO (val) | 43 | Feb 26, 2026 | ||
| transductive dynamic link prediction | US Legis. | 43 | May 29, 2026 | ||
| Question Answering | TyDi QA | 43 | Feb 26, 2026 | ||
| Anomaly Detection | Eyecandies | 43 | Apr 8, 2026 | ||
| Survival Prediction | TCGA-COAD | 43 | Jun 24, 2026 | ||
| Image-Text Retrieval | RSICD (test) |
| 43 |
| Feb 26, 2026 |
| Node Classification | 9 real-world datasets (average) | 43 | Feb 26, 2026 |
|---|
| No-Reference Image Quality Assessment | KADID | 43 | Mar 24, 2026 |
|---|
| Text-to-Motion Synthesis | HumanML3D | 43 | Feb 26, 2026 |
|---|
| Few-Shot Image Generation | Sunglasses 10-shot | 43 | Mar 19, 2026 |
|---|
| Anomaly Detection | BTAD (test) | 43 | May 28, 2026 |
|---|
| Salient Object Detection | VT821 | 43 | Apr 15, 2026 |
|---|
| Dense Video Captioning | YouCook2 (val) | 43 | Apr 30, 2026 |
|---|
| 3D Human Pose and Mesh Recovery | 3DPW | 43 | Jun 16, 2026 |
|---|
| 3D Object Detection | KITTI (test) | 43 | Jun 24, 2026 |
|---|
| Scene Classification | UCM 1.0 (50% train ratio) | 43 | Feb 26, 2026 |
|---|
| Image Demoiréing | FHDMi (test) | 43 | Jul 8, 2026 |
|---|
| Image Classification | CIFAR-10N (test) | 43 | May 12, 2026 |
|---|
| Image Classification | ImageNet V2 (val) | 43 | Feb 26, 2026 |
|---|
| 5-way 1-shot classification | mini-ImageNet (test) | 43 | Feb 26, 2026 |
|---|
| Object Detection | MSCOCO (val) | 43 | Feb 26, 2026 |
|---|
| Video Recognition | Kinetics 400 1.0 (val) | 43 | Feb 26, 2026 |
|---|
| Image Classification | ObjectNet (test) | 43 | Feb 26, 2026 |
|---|
| Semantic Segmentation | Mapillary (test) | 43 | Mar 31, 2026 |
|---|
| Super-Resolution | B100 x2 | 43 | Jun 19, 2026 |
|---|