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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 |
|---|---|---|---|---|
| Face Restoration | 44 | 21 | May 15, 2026 | |
| CAPTCHA Solving | 43 | 5 | Jun 30, 2026 | |
| Temporal Action Detection | 43 | 64 | Jun 11, 2026 | |
| Action Anticipation | 43 | 34 | Jul 7, 2026 | |
| Single Image Reflection Removal | 43 | 15 | Jul 7, 2026 | |
| Selective Classification | 43 | 11 | Jul 7, 2026 | |
| Image Regression | 42 | 7 | Jul 7, 2026 | |
| Visual document retrieval | 42 | 23 | Jun 23, 2026 | |
| Learning to Defer |
| 42 |
| 10 |
| May 21, 2026 |
| Audio-Visual Question Answering | 42 | 46 | Jul 8, 2026 |
|---|
| Document Understanding | 42 | 32 | Jun 30, 2026 |
|---|
| Document Visual Question Answering | 42 | 131 | Jul 7, 2026 |
|---|
| Lane Detection | 41 | 50 | Jul 8, 2026 |
|---|
| Cloud Removal | 41 | 18 | Jul 3, 2026 |
|---|
| Medical Image Registration | 41 | 20 | Jun 18, 2026 |
|---|
| Motion Segmentation | 41 | 19 | Jun 5, 2026 |
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| Brain tumor classification | 40 | 16 | Jun 18, 2026 |
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| Single Object Tracking | 40 | 29 | Jul 2, 2026 |
|---|
| Image Clustering | 40 | 52 | Jul 9, 2026 |
|---|
| Text Recognition | 40 | 27 | Jul 8, 2026 |
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| Lossless Image Compression | 39 | 11 | Apr 7, 2026 |
|---|
| General VQA | 39 | 20 | Jul 8, 2026 |
|---|
| Image Forgery Localization | 39 | 7 | Jun 24, 2026 |
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| Cardiac Image Segmentation | 39 | 12 | Jul 1, 2026 |
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| Vehicle Re-identification | 39 | 37 | Jun 11, 2026 |
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