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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 |
|---|---|---|---|---|
| Generalized Zero-Shot Learning | 26 | 27 | May 28, 2026 | |
| Shadow Detection | 26 | 18 | May 13, 2026 | |
| RGB-D Salient Object Detection | 26 | 31 | Jul 1, 2026 | |
| Fine-grained Visual Categorization | 26 | 29 | May 18, 2026 | |
| OCR | 26 | 15 | May 27, 2026 | |
| Low-dose CT Denoising | 26 | 14 | Jul 3, 2026 | |
| Raw Image Denoising | 26 | 6 | Feb 18, 2026 | |
| Image Completion | 26 | 13 | Jun 2, 2026 | |
| Incremental Object Detection | 26 | 10 | Jul 7, 2026 | |
| 3D Lane Detection |
|---|
| 26 |
| 17 |
| Jul 1, 2026 |
| Interactive Image Segmentation | 26 | 7 | Jun 30, 2026 |
|---|
| General Video Understanding | 26 | 26 | Jul 7, 2026 |
|---|
| AIGC Detection | 26 | 12 | Jun 4, 2026 |
|---|
| Hyperspectral Image Reconstruction | 25 | 12 | Jun 5, 2026 |
|---|
| Affordance Grounding | 25 | 14 | Jul 7, 2026 |
|---|
| 5-way Classification | 25 | 31 | Mar 6, 2026 |
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| Pixel-level Forgery Localization | 25 | 7 | Jun 24, 2026 |
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| Future state prediction | 25 | 10 | May 22, 2026 |
|---|
| Temporal Video Grounding | 25 | 38 | Jul 7, 2026 |
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| Prostate MRI Segmentation | 25 | 5 | Jun 23, 2026 |
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| Object Retrieval | 25 | 11 | Jul 3, 2026 |
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| Skeleton Action Recognition | 25 | 14 | Apr 13, 2026 |
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| Region Captioning | 25 | 19 | Jun 19, 2026 |
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| Infrared and Visible Image Fusion | 25 | 12 | May 14, 2026 |
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| Boundary Detection | 25 | 26 | Jun 16, 2026 |
|---|