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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 |
|---|---|---|---|---|
| Stimulus Classification | 3 | 1 | Mar 4, 2026 | |
| Vision-Language Perception and Reasoning | 3 | 3 | May 26, 2026 | |
| Visual Information Retrieval | 3 | 3 | Jun 11, 2026 | |
| Selective Visual Question Answering | 3 | 1 | Feb 18, 2026 | |
| Visual Language Navigation | 3 | 2 | Jun 30, 2026 | |
| Multi-modal Tracking | 3 | 2 | Mar 17, 2026 | |
| Echocardiography Navigation | 3 | 1 | Mar 4, 2026 | |
| Sparse-view metal artifact removal | 3 |
| 1 |
| Feb 18, 2026 |
| Multispectral Demosaicing | 3 | 1 | Mar 4, 2026 |
|---|
| 3D Character Geometry Reconstruction | 3 | 1 | Feb 18, 2026 |
|---|
| Color Gaussian Denoising | 3 | 3 | May 26, 2026 |
|---|
| Despeckling | 3 | 2 | May 26, 2026 |
|---|
| Abnormalities Localization | 3 | 1 | Feb 18, 2026 |
|---|
| SSL Backdoor Attack | 3 | 1 | Mar 4, 2026 |
|---|
| Anomaly Discrimination | 3 | 2 | Feb 19, 2026 |
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| Human Video Animation | 3 | 2 | Feb 19, 2026 |
|---|
| Lung Nodule Malignancy Prediction | 3 | 3 | Mar 18, 2026 |
|---|
| Removal | 3 | 3 | Jun 24, 2026 |
|---|
| Visual puzzle solving | 3 | 3 | Jun 18, 2026 |
|---|
| Khmer Text Recognition | 3 | 1 | Mar 4, 2026 |
|---|
| Color Denoising | 3 | 5 | Mar 30, 2026 |
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| Spurious Correlation Mitigation | 3 | 1 | Mar 18, 2026 |
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| Cooperative 3D Object Detection | 3 | 3 | May 27, 2026 |
|---|
| Fisheye Image Rectification | 3 | 1 | Feb 18, 2026 |
|---|
| Visual Anomaly Segmentation | 3 | 1 | Mar 4, 2026 |
|---|