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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 Understanding Reasoning | 4 | 3 | Apr 16, 2026 | |
| Underwater scene segmentation | 4 | 1 | Mar 4, 2026 | |
| Proficiency estimation | 4 | 6 | Jun 17, 2026 | |
| Inpaint (box) | 4 | 6 | Jun 30, 2026 | |
| Face Deblurring | 4 | 1 | Feb 18, 2026 | |
| Knowledge-based Visual Retrieval | 4 | 1 | Feb 18, 2026 | |
| Handwritten Document Recognition | 4 | 1 | Feb 18, 2026 | |
| Face Retouching | 4 | 1 | Mar 4, 2026 | |
| Concept Annotation |
| 4 |
| 2 |
| May 15, 2026 |
| Promptable 3D semantic segmentation | 4 | 1 | Mar 4, 2026 |
|---|
| Fingerspelling Recognition | 4 | 3 | Apr 10, 2026 |
|---|
| Color Image Recovery | 4 | 1 | Mar 4, 2026 |
|---|
| CNS tumor classification | 4 | 3 | Jul 3, 2026 |
|---|
| Video Captioning / Summarization | 4 | 1 | Mar 4, 2026 |
|---|
| Human and Scene Reconstruction | 4 | 2 | Jun 2, 2026 |
|---|
| Audio-visual source localization | 4 | 2 | Feb 27, 2026 |
|---|
| AD vs. NC Classification | 4 | 1 | Mar 4, 2026 |
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| Multi-body object tracking | 4 | 1 | Feb 18, 2026 |
|---|
| Image-to-Image Machine Translation | 4 | 2 | Apr 21, 2026 |
|---|
| Part Detection | 4 | 1 | Feb 18, 2026 |
|---|
| 3D Part Segmentation | 4 | 5 | Mar 18, 2026 |
|---|
| 3D Place Recognition | 4 | 3 | Jun 18, 2026 |
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| Object size area estimation | 4 | 1 | Mar 4, 2026 |
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| Audio-Visual Video Parsing | 4 | 9 | May 13, 2026 |
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| Breast cancer tumor subtyping | 4 | 1 | Mar 4, 2026 |
|---|