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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 |
|---|---|---|---|---|
| Semantic Localization | 7 | 4 | May 22, 2026 | |
| Adversarial Transfer Attack | 7 | 3 | Jun 30, 2026 | |
| Repetitive Action Counting | 7 | 5 | Feb 18, 2026 | |
| Bengali Handwritten Character Recognition | 7 | 2 | Apr 14, 2026 | |
| Action Alignment | 7 | 6 | Apr 30, 2026 | |
| Multi-person pose tracking | 7 | 10 | Feb 22, 2026 | |
| Blind Super-Resolution (x4) | 7 | 1 | Feb 18, 2026 | |
| 3D Human Mesh Reconstruction | 7 | 5 | Apr 24, 2026 | |
| Egocentric Activity Recognition |
| 7 |
| 3 |
| Feb 18, 2026 |
| 3D facial landmark localization | 7 | 4 | Feb 18, 2026 |
|---|
| Drone-to-Satellite Geo-localization | 7 | 3 | May 12, 2026 |
|---|
| Self-evaluation | 7 | 2 | Jun 4, 2026 |
|---|
| RGB-T Salient Object Detection | 7 | 7 | Jul 1, 2026 |
|---|
| Drag-based Image Editing | 7 | 5 | Jun 16, 2026 |
|---|
| Multi-person 3D Pose Estimation | 7 | 25 | Apr 21, 2026 |
|---|
| Smoke Segmentation | 6 | 1 | Feb 19, 2026 |
|---|
| Domain Conversion | 6 | 3 | Feb 27, 2026 |
|---|
| Class-agnostic instance segmentation | 6 | 5 | Apr 23, 2026 |
|---|
| Drone-to-Satellite Retrieval | 6 | 5 | May 15, 2026 |
|---|
| Uncertainty Attribution | 6 | 2 | Apr 21, 2026 |
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| Speech-driven gesture generation | 6 | 6 | May 8, 2026 |
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| Tensor Reconstruction | 6 | 2 | Mar 4, 2026 |
|---|
| Object co-segmentation | 6 | 2 | Feb 18, 2026 |
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| Streaming Video Question Answering | 6 | 4 | Jun 23, 2026 |
|---|
| Weakly Supervised Object Detection | 6 | 5 | Apr 8, 2026 |
|---|