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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 Image Deblocking | 1 | 3 | Feb 22, 2026 | |
| Labels to Photo | 1 | 1 | Feb 18, 2026 | |
| Sketch Captioning | 1 | 1 | Feb 18, 2026 | |
| 2D Optical Flow | 1 | 1 | Feb 19, 2026 | |
| Semantic Region Avoidance | 1 | 1 | Apr 13, 2026 | |
| 3D Object Autolabeling Quality | 1 | 1 | Feb 18, 2026 | |
| Subjective Captioning | 1 | 1 | Feb 18, 2026 | |
| Photo to label translation | 1 | 2 | Feb 18, 2026 | |
| Lineart estimation |
| 1 |
| 1 |
| Feb 19, 2026 |
| Solar Panel Defect Detection | 1 | 1 | Apr 14, 2026 |
|---|
| 3D Human Skeleton Motion Prediction | 1 | 1 | Feb 18, 2026 |
|---|
| 4D Object Captioning | 1 | 1 | Feb 19, 2026 |
|---|
| Bongard Problem Verification | 1 | 1 | Feb 19, 2026 |
|---|
| Bongard Problem Solution | 1 | 1 | Feb 19, 2026 |
|---|
| Bongard Problem Inversion | 1 | 1 | Feb 19, 2026 |
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| Visual Storytelling Consistency | 1 | 2 | Feb 20, 2026 |
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| 3D Scene Graph Prediction | 1 | 1 | Feb 19, 2026 |
|---|
| Scene graph prediction | 1 | 1 | Feb 19, 2026 |
|---|
| Temporal Change Classification | 1 | 1 | Feb 19, 2026 |
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| Vision-Language Model Editing | 1 | 1 | Feb 19, 2026 |
|---|
| 3D Scene Graph Predicate Prediction | 1 | 1 | Feb 18, 2026 |
|---|
| Indoor Occupancy Prediction | 1 | 3 | May 19, 2026 |
|---|
| Video-to-image affordance grounding | 1 | 1 | Feb 18, 2026 |
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| Multi-View Reenactment | 1 | 1 | Feb 18, 2026 |
|---|
| Artery-level Stenosis Classification | 1 | 1 | Feb 19, 2026 |
|---|