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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 |
|---|---|---|---|---|
| Video Camouflaged Object Detection | 8 | 6 | Jul 1, 2026 | |
| Surgical workflow recognition | 8 | 4 | Mar 24, 2026 | |
| Pixel-level Manipulation Detection | 8 | 2 | Feb 27, 2026 | |
| Respiratory Classification | 8 | 1 | Feb 21, 2026 | |
| Online Video Understanding | 8 | 9 | Apr 28, 2026 | |
| Chatbot Evaluation | 8 | 6 | May 22, 2026 | |
| Spectral Image Reconstruction | 8 | 3 | Jul 1, 2026 | |
| Label Shift Estimation | 8 | 1 | Apr 3, 2026 | |
| User Satisfaction Estimation | 8 | 2 | Feb 18, 2026 | |
| Video demonstration retrieval |
|---|
| 8 |
| 1 |
| Apr 7, 2026 |
| Affective Computing | 8 | 2 | Jun 30, 2026 |
|---|
| Audio CAPTCHA Bypass | 8 | 1 | Feb 21, 2026 |
|---|
| Target Detection | 8 | 5 | May 20, 2026 |
|---|
| Dereverberation | 8 | 3 | Feb 22, 2026 |
|---|
| Vanishing Point Detection | 8 | 3 | Feb 18, 2026 |
|---|
| Co-Salient Object Detection | 8 | 6 | Apr 2, 2026 |
|---|
| Interval forecasting | 8 | 2 | Apr 20, 2026 |
|---|
| White Blood Cell classification | 8 | 6 | Jul 7, 2026 |
|---|
| Gaussian color image denoising | 8 | 8 | Feb 18, 2026 |
|---|
| MS lesion segmentation | 8 | 3 | May 12, 2026 |
|---|
| Multi-speaker Transcription | 8 | 2 | Jun 2, 2026 |
|---|
| UAV Tracking | 8 | 5 | May 28, 2026 |
|---|
| Skin type classification agreement | 8 | 1 | Feb 19, 2026 |
|---|
| Trajectory Learning | 8 | 1 | Feb 18, 2026 |
|---|
| Spoken Dialogue Evaluation | 8 | 5 | Jun 16, 2026 |
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