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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 |
|---|---|---|---|---|
| Image Modification | 1 | 1 | Feb 19, 2026 | |
| Monte Carlo Denoising | 1 | 1 | Feb 20, 2026 | |
| Visual Question Answering (Multi-choice) | 1 | 5 | Apr 2, 2026 | |
| Change-Detection-based Visual Question Answering | 1 | 1 | Feb 20, 2026 | |
| Knee Osteoarthritis Grading | 1 | 2 | Apr 28, 2026 | |
| Video Compression and Reconstruction | 1 | 1 | Feb 20, 2026 | |
| Head Pose Generation | 1 | 1 | Feb 20, 2026 | |
| Parts Mental Model Accuracy | 1 | 1 | Feb 18, 2026 | |
| Graph VQA |
| 1 |
| 1 |
| Feb 20, 2026 |
| Task-incremental Image Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Search-oriented Visual Question Answering | 1 | 1 | Feb 20, 2026 |
|---|
| Image-to-video Translation | 1 | 1 | Feb 18, 2026 |
|---|
| Adversarial Attack on Monocular Depth Estimation | 1 | 1 | Feb 20, 2026 |
|---|
| Temporal Event Grounding | 1 | 1 | Feb 20, 2026 |
|---|
| Ocular Disease Recognition (NC grading) | 1 | 1 | Feb 20, 2026 |
|---|
| 1-way segmentation | 1 | 2 | Feb 18, 2026 |
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| Nuclear Cataract severity classification | 1 | 1 | Feb 20, 2026 |
|---|
| Object Proposal Detection | 1 | 1 | Feb 18, 2026 |
|---|
| Cranial Bone and Suture Segmentation | 1 | 1 | Feb 20, 2026 |
|---|
| Multiview Matching | 1 | 1 | Feb 18, 2026 |
|---|
| Video Normal Estimation | 1 | 1 | Feb 20, 2026 |
|---|
| Structure-from-Motion (Stereo) | 1 | 1 | Feb 18, 2026 |
|---|
| Pancreatic neoplasm detection | 1 | 1 | Feb 20, 2026 |
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| Human Body Shape Estimation | 1 | 1 | Feb 18, 2026 |
|---|
| Layout-guided Multi-subject Customization | 1 | 1 | Feb 20, 2026 |
|---|