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SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| Extrapolation Detection | 2 | 1 | Feb 22, 2026 | |
| Video Pointing | 2 | 2 | Mar 31, 2026 | |
| Crack Restoration | 2 | 1 | Feb 22, 2026 | |
| Socio-semantic Segmentation | 2 | 1 | Feb 20, 2026 | |
| Streamline Classification | 2 | 1 | Feb 22, 2026 | |
| Real-time Visual Perception | 2 | 4 | May 11, 2026 | |
| Severity Degree Diagnosis | 2 | 1 | Feb 22, 2026 | |
| Deepfake Detection Attack | 2 | 1 | Feb 21, 2026 | |
| Interactive Annotation |
| 2 |
| 1 |
| Feb 18, 2026 |
| Video Corpus Understanding | 2 | 1 | Feb 22, 2026 |
|---|
| Referring Expression Retrieval | 2 | 1 | Feb 21, 2026 |
|---|
| Lung disease diagnosis | 2 | 1 | Feb 18, 2026 |
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| Neuronal cell segmentation | 2 | 1 | Feb 20, 2026 |
|---|
| Long-answer Visual Question Answering | 2 | 2 | Apr 10, 2026 |
|---|
| Label Guidance | 2 | 2 | May 19, 2026 |
|---|
| Promptable Video Segmentation | 2 | 1 | Feb 20, 2026 |
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| Quality Control | 2 | 1 | Feb 21, 2026 |
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| Few-shot cross-domain image classification | 2 | 1 | Feb 27, 2026 |
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| Animal Identification | 2 | 1 | Feb 20, 2026 |
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| multi-class renal anomaly classification | 2 | 1 | Feb 21, 2026 |
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| Thalamic Nuclei Segmentation | 2 | 1 | Feb 21, 2026 |
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| Body Mass Estimation | 2 | 1 | Feb 21, 2026 |
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| Temporal Action Localization (Verb) | 2 | 7 | Feb 19, 2026 |
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| Clothing reconstruction | 2 | 1 | Feb 20, 2026 |
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| Temporal Action Localization (Noun) | 2 | 7 | Feb 19, 2026 |
|---|