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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 |
|---|---|---|---|---|---|
| Time Series Classification | 16 TSC datasets (test) | 33 | Feb 26, 2026 | ||
| Graph classification | HIV OGB (test) | 33 | Feb 26, 2026 | ||
| Offensive Language Identification | OLID (test) | 33 | Feb 26, 2026 | ||
| Point Cloud Completion | KITTI (test) | 33 | Feb 26, 2026 | ||
| Image Denoising | LIVE1 (test) | 33 | Feb 26, 2026 | ||
| Super-Resolution | Set5 Setting 1 (test) |
| 33 |
| Feb 26, 2026 |
| Low-light Image Enhancement | VV (test) | 33 | May 4, 2026 |
|---|
| Salient Object Detection | SSD (test) | 33 | Feb 26, 2026 |
|---|
| Semantic Image Synthesis | CelebAMask-HQ | 33 | Mar 24, 2026 |
|---|
| Multivariate Time-series Forecasting | ECG (test) | 33 | Feb 26, 2026 |
|---|
| Object Detection | Pascal VOC | 33 | Feb 26, 2026 |
|---|
| Image Classification | MIT67 | 33 | Feb 26, 2026 |
|---|
| Context-dependent Text-to-SQL | CoSQL (dev) | 33 | Mar 9, 2026 |
|---|
| Image Classification | ImageNet 1% labels 1.0 (val) | 33 | Feb 26, 2026 |
|---|
| Object Detection | MS-COCO 5% labeled protocol | 33 | Feb 26, 2026 |
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| Object Detection | MS-COCO 1% labeled protocol | 33 | Feb 26, 2026 |
|---|
| Image Classification | CompCars Web (test) | 33 | Feb 26, 2026 |
|---|
| Semantic segmentation | Toronto-3D | 33 | Apr 21, 2026 |
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| Node classification | CLUSTER | 33 | Jun 26, 2026 |
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| Image Classification | S-CIFAR-10 Task-IL | 33 | Feb 26, 2026 |
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| Video Alignment | Penn Action | 33 | Feb 26, 2026 |
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| Semantic Parsing | CFQ MCD3 | 33 | Feb 26, 2026 |
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| Semantic Parsing | CFQ (MCD2) | 33 | Feb 26, 2026 |
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| Semantic Parsing | CFQ (MCD1) | 33 | Feb 26, 2026 |
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| Sequential Question Answering | SQA (test) | 33 | Feb 26, 2026 |
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