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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 |
|---|---|---|---|---|---|
| Multimodal Visual Perception | MMVP | 106 | Jun 30, 2026 | ||
| Question Answering | ScienceQA | 106 | Jun 16, 2026 | ||
| Object Detection | RSNA | 106 | Mar 19, 2026 | ||
| Point Cloud Registration | KITTI | 106 | Jul 2, 2026 | ||
| Image Classification |
|---|
| CIFAR10 LT (test) |
| 106 |
| May 19, 2026 |
| Visual Object Tracking | DepthTrack | 106 | May 6, 2026 |
|---|
| Visual Place Recognition | Pittsburgh30k (test) | 106 | Apr 27, 2026 |
|---|
| Continuous Sign Language Recognition | CSL-Daily (dev) | 106 | Apr 1, 2026 |
|---|
| Fake News Detection | Politifact | 106 | Jun 9, 2026 |
|---|
| Image-level Anomaly Detection | MVTec AD (test) | 106 | Jun 15, 2026 |
|---|
| Multimodal Emotion Recognition | IEMOCAP 6-way | 106 | Mar 23, 2026 |
|---|
| Semantic Correspondence | PF-PASCAL (test) | 106 | Feb 26, 2026 |
|---|
| Image Generation | ImageNet | 106 | Jul 2, 2026 |
|---|
| Video Person Re-ID | MARS | 106 | Feb 26, 2026 |
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| Image Classification | CUB | 106 | Apr 21, 2026 |
|---|
| Scene Text Detection | TotalText (test) | 106 | Feb 26, 2026 |
|---|
| Person Re-identification | CUHK03 NP (new protocol) (test) | 106 | Apr 10, 2026 |
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| Sparse Logistic Regression | DEXTER (test) | 105 | Jun 4, 2026 |
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| Language Modeling | WikiText-2 | 105 | May 12, 2026 |
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| Node Classification | Citeseer | 105 | May 6, 2026 |
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| Open-vocabulary semantic segmentation | Cityscapes | 105 | Jun 16, 2026 |
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| Mathematical Reasoning | GSM8K | 105 | Jun 17, 2026 |
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| Indirect Prompt Injection | AlpacaFarm (test) | 105 | Mar 10, 2026 |
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| Mathematical Reasoning | OLY | 105 | May 26, 2026 |
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| Factual outcome prediction | MIMIC-III extract | 105 | Feb 26, 2026 |
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