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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 |
|---|---|---|---|---|---|
| Open-Domain Question Answering | MS-MARCO | 78 | Jun 11, 2026 | ||
| Long-context Reasoning | LoCoMo | 78 | Jun 19, 2026 | ||
| Question Answering | 5 QA tasks | 78 | Feb 26, 2026 | ||
| Object Classification | ModelNet40 | 78 | Jun 15, 2026 | ||
| Image Registration | Learn2Reg Abdomen CT-CT (val) |
| 78 |
| May 22, 2026 |
| Image Classification | ImageNet-1K | 78 | Feb 26, 2026 |
|---|
| Classic Image Super-Resolution | BSDS100 (test) | 78 | Feb 26, 2026 |
|---|
| Gait Recognition | CCGR (test) | 78 | Feb 26, 2026 |
|---|
| Multimodal Conversation | LLaVA-Bench Wild | 78 | May 27, 2026 |
|---|
| Motion Magnification | Real-world (test) | 78 | Feb 26, 2026 |
|---|
| Anomaly Detection | APTOS (test) | 78 | Mar 26, 2026 |
|---|
| Referring Expression Segmentation | RefCOCOg (test-u) | 78 | Jun 4, 2026 |
|---|
| Multimodal Sentiment Analysis | SIMS (test) | 78 | Mar 11, 2026 |
|---|
| Hierarchical Text Classification | WOS | 78 | Apr 20, 2026 |
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| Image Classification | FGVC | 78 | Jun 26, 2026 |
|---|
| Topic Classification | AGNews | 78 | Jun 4, 2026 |
|---|
| Action Recognition | HMDB51 | 78 | Feb 26, 2026 |
|---|
| Fine-grained Image Classification | CUB | 78 | Jun 29, 2026 |
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| Classification | Colon | 78 | May 6, 2026 |
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| Offline Reinforcement Learning | D4RL AntMaze | 78 | Jun 11, 2026 |
|---|
| Slide-level classification | CAMELYON16 | 78 | May 7, 2026 |
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| Image Classification | CIFAR-10-LT IF 100 | 78 | Jul 8, 2026 |
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| Image Compressed Sensing | BSDS100 (test) | 78 | Feb 26, 2026 |
|---|
| Few-Shot Segmentation | COCO-20^i | 78 | Jul 1, 2026 |
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| Automatic Speech Recognition | WenetSpeech Meeting (test) | 78 | May 25, 2026 |
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