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 |
|---|---|---|---|---|---|
| Named Entity Recognition | OntoNotes 4.0 (test) | 55 | Feb 26, 2026 | ||
| Node Classification | Citeseer full-supervised | 55 | Jun 11, 2026 | ||
| Image Generation | CelebA-HQ 256x256 | 55 | Mar 4, 2026 | ||
| Multi-label classification | COCO 2014 | 55 | Jun 12, 2026 | ||
| Text-to-Video Retrieval | MSR-VTT (Full) |
| 55 |
| Feb 27, 2026 |
| Image Classification | Places205 | 55 | Feb 27, 2026 |
|---|
| Oriented Object Detection | HRSC 2016 (test) | 55 | Feb 26, 2026 |
|---|
| AMR-to-text generation | LDC2017T10 (test) | 55 | Feb 26, 2026 |
|---|
| Graph Classification | PROTEIN | 55 | Mar 4, 2026 |
|---|
| Image Classification | Places (val) | 55 | Feb 26, 2026 |
|---|
| Object Detection | UCAS-AOD (test) | 55 | Jun 25, 2026 |
|---|
| Visual Question Answering | VQA (val) | 55 | Feb 27, 2026 |
|---|
| Face Restoration | WebFace (test) | 55 | Feb 26, 2026 |
|---|
| Image Classification | ImageNet | 55 | Feb 26, 2026 |
|---|
| Person Re-identification | CUHK-SYSU | 55 | May 7, 2026 |
|---|
| Face Alignment | AFLW 21 pts (test) | 55 | Feb 26, 2026 |
|---|
| Gaussian Denoising | BSD68 (test) | 55 | May 7, 2026 |
|---|
| Slot Filling | ATIS (test) | 55 | Feb 26, 2026 |
|---|
| Triple classification | FB13 (test) | 55 | Feb 26, 2026 |
|---|
| Triple classification | WN11 (test) | 55 | Feb 26, 2026 |
|---|
| Object Recognition | Office (standard) | 55 | Feb 26, 2026 |
|---|
| Super-Resolution | BSD200 | 55 | Feb 26, 2026 |
|---|
| Constituency Parsing | Penn Treebank WSJ (section 23 test) | 55 | Feb 26, 2026 |
|---|
| Multi-organ Segmentation | BTCV (test) | 55 | Feb 26, 2026 |
|---|
| Multi-modal Understanding | MMVet | 55 | May 8, 2026 |
|---|