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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 |
|---|---|---|---|---|
| Layout Generation | 13 | 9 | Jun 5, 2026 | |
| Video Dubbing | 13 | 6 | Jun 9, 2026 | |
| Multiple-choice Visual Question Answering | 13 | 11 | Mar 30, 2026 | |
| Visuomotor Control | 13 | 10 | Jun 16, 2026 | |
| Lip-reading | 13 | 21 | Jun 2, 2026 | |
| Phrase grounding | 13 | 18 | Mar 23, 2026 | |
| All-in-one Image Restoration | 13 | 17 | May 19, 2026 | |
| Audio-Visual Captioning | 13 | 7 | Jun 11, 2026 | |
| 6-DoF Pose Estimation |
| 13 |
| 12 |
| Jun 30, 2026 |
| Text-based Person Search | 13 | 20 | Jun 2, 2026 |
|---|
| Concept Attribution | 13 | 3 | Mar 4, 2026 |
|---|
| Frame-level Deepfake Detection | 13 | 6 | Apr 28, 2026 |
|---|
| Road Segmentation | 13 | 16 | Jun 1, 2026 |
|---|
| Visual Text Generation | 13 | 6 | Jun 23, 2026 |
|---|
| 6D Object Pose Tracking | 13 | 5 | Apr 14, 2026 |
|---|
| Video Deraining | 13 | 3 | Feb 22, 2026 |
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| Target Classification | 13 | 4 | Apr 28, 2026 |
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| 3D Object Captioning | 13 | 14 | Jul 8, 2026 |
|---|
| Multi-task Classification | 13 | 6 | Jun 23, 2026 |
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| 3D Spatial Reasoning | 13 | 16 | Jul 7, 2026 |
|---|
| Dynamic Surface Reconstruction | 13 | 2 | Mar 31, 2026 |
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| Material Decomposition | 13 | 4 | Jun 30, 2026 |
|---|
| 3-class segmentation | 13 | 1 | Feb 22, 2026 |
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| HSI Super-Resolution | 13 | 2 | Apr 21, 2026 |
|---|
| Reconstruction Attack | 13 | 2 | Jun 9, 2026 |
|---|