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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 |
|---|---|---|---|---|
| JPEG Deblocking | 4 | 3 | Jun 26, 2026 | |
| Part Detection | 4 | 1 | Feb 18, 2026 | |
| Activity Segmentation | 4 | 1 | Feb 18, 2026 | |
| Grounded Situation Recognition | 4 | 6 | Feb 18, 2026 | |
| Underwater scene segmentation | 4 | 1 | Mar 4, 2026 | |
| Inpaint (box) | 4 | 6 | Jun 30, 2026 | |
| CNS tumor classification | 4 | 3 | Jul 3, 2026 | |
| Single-image 3D Face Reconstruction | 4 | 2 | Feb 20, 2026 | |
| Face Retouching |
| 4 |
| 1 |
| Mar 4, 2026 |
| Ego2exo Frame Retrieval | 4 | 1 | Feb 18, 2026 |
|---|
| REC | 4 | 2 | Feb 18, 2026 |
|---|
| image sentiment analysis | 4 | 1 | Mar 4, 2026 |
|---|
| Video Understanding Reasoning | 4 | 3 | Apr 16, 2026 |
|---|
| Promptable 3D semantic segmentation | 4 | 1 | Mar 4, 2026 |
|---|
| Video Captioning / Summarization | 4 | 1 | Mar 4, 2026 |
|---|
| Color Image Recovery | 4 | 1 | Mar 4, 2026 |
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| Task recognition | 4 | 4 | Mar 12, 2026 |
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| Alpha Matting | 4 | 3 | Jul 8, 2026 |
|---|
| Visual Sound Source Localization | 4 | 2 | Mar 25, 2026 |
|---|
| Audio-visual localization | 4 | 2 | Mar 25, 2026 |
|---|
| Image Demoireing | 4 | 5 | Jul 8, 2026 |
|---|
| Text-image alignment | 4 | 4 | May 8, 2026 |
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| 3D Human-Object Interaction reconstruction | 4 | 2 | Apr 23, 2026 |
|---|
| Meat Freshness Detection | 4 | 1 | Mar 4, 2026 |
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| AD vs. NC Classification | 4 | 1 | Mar 4, 2026 |
|---|