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-to-Text retrieval | DOCCI | 66 | Jul 2, 2026 | ||
| Text-to-Image retrieval | DOCCI | 66 | Jul 2, 2026 | ||
| Class Incremental Learning | CIFAR100 10 Tasks | 66 | May 18, 2026 | ||
| Mathematical Reasoning | GaoKao En 2023 | 66 | May 26, 2026 | ||
| Semantic Segmentation | UDD5 |
| 66 |
| Apr 20, 2026 |
| OOD Detection | CIFAR-100 | 66 | Apr 14, 2026 |
|---|
| Machine Unlearning | CIFAR-100 (test) | 66 | Jun 25, 2026 |
|---|
| Human Activity Recognition | PAMAP2 | 66 | Jul 7, 2026 |
|---|
| Multi-organ segmentation | Synapse multi-organ segmentation (test) | 66 | Jul 2, 2026 |
|---|
| Long-context understanding | RULER | 66 | Apr 23, 2026 |
|---|
| Classification | CheXpert (test) | 66 | May 20, 2026 |
|---|
| Multi-change captioning | LEVIR-CC (test) | 66 | Jul 7, 2026 |
|---|
| Multimodal Optical Character Recognition | OCRBench | 66 | Mar 6, 2026 |
|---|
| Rotated Object Detection | DOTA 1.0 (test) | 66 | Mar 16, 2026 |
|---|
| Watermark Detection | ImageNet 2014 (val) | 66 | Feb 26, 2026 |
|---|
| Referring Segmentation | refCOCO (testB) | 66 | Jul 8, 2026 |
|---|
| Image Classification | CUB200 (val) | 66 | Feb 26, 2026 |
|---|
| Anomaly Segmentation | BTAD | 66 | Jun 30, 2026 |
|---|
| Classification | HE | 66 | Apr 20, 2026 |
|---|
| transductive dynamic link prediction | Can. Parl. | 66 | May 29, 2026 |
|---|
| Point Cloud Classification | ScanObjectNN OBJ_BG | 66 | Mar 27, 2026 |
|---|
| Automatic Speech Recognition | LibriSpeech 960h (dev-other) | 66 | Jun 11, 2026 |
|---|
| Continual Learning | MiniImageNet Split 84x84 (test) | 66 | Feb 26, 2026 |
|---|
| Continual Learning | CIFAR100 Split 32x32 (test) | 66 | Feb 26, 2026 |
|---|
| Continual Learning | Split CIFAR10 32x32 (test) | 66 | Feb 26, 2026 |
|---|