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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 |
|---|---|---|---|---|
| Mathematical & Geometric Reasoning | 6 | 2 | Apr 13, 2026 | |
| Video Fusion | 6 | 2 | Apr 3, 2026 | |
| Spatial-Temporal Video Super-Resolution | 6 | 1 | Feb 18, 2026 | |
| Weakly Supervised Object Detection | 6 | 5 | Apr 8, 2026 | |
| Multi-modal Video Understanding | 6 | 20 | Jun 17, 2026 | |
| 3D Human Interaction Reconstruction | 6 | 6 | Jun 16, 2026 | |
| HDR Image Quality Assessment | 6 | 1 | Feb 18, 2026 | |
| Tumor Volume Estimation | 6 | 1 | Feb 18, 2026 | |
| Image Deconvolution |
| 6 |
| 4 |
| Jun 5, 2026 |
| Driver Attention Prediction | 6 | 3 | Mar 16, 2026 |
|---|
| Class-agnostic instance segmentation | 6 | 5 | Apr 23, 2026 |
|---|
| JPEG Compression Artifact Reduction | 6 | 8 | May 26, 2026 |
|---|
| Chest X-ray Report Generation | 6 | 9 | Jun 30, 2026 |
|---|
| Human Action QA | 6 | 1 | Feb 25, 2026 |
|---|
| Computer-Aided Diagnosis (CAD) | 6 | 3 | Jul 8, 2026 |
|---|
| Cross-view Object Segmentation | 6 | 3 | Jun 30, 2026 |
|---|
| Triplet Recognition | 6 | 6 | Jun 25, 2026 |
|---|
| Drone-to-Satellite Retrieval | 6 | 5 | May 15, 2026 |
|---|
| Nuclei Detection | 6 | 8 | May 13, 2026 |
|---|
| Histopathology classification | 6 | 4 | May 19, 2026 |
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| Speech-driven gesture generation | 6 | 6 | May 8, 2026 |
|---|
| Class-incremental image classification | 6 | 4 | Jun 5, 2026 |
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| Visual Relocalization | 6 | 7 | Jul 7, 2026 |
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| Smoke Segmentation | 6 | 1 | Feb 19, 2026 |
|---|
| Open-Vocabulary Part Segmentation | 6 | 3 | May 20, 2026 |
|---|