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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 |
|---|---|---|---|---|
| Multispectral Demosaicing | 3 | 1 | Mar 4, 2026 | |
| Visual Anomaly Segmentation | 3 | 1 | Mar 4, 2026 | |
| Echocardiography Navigation | 3 | 1 | Mar 4, 2026 | |
| Pointing localization | 3 | 5 | Feb 18, 2026 | |
| Visual Language Navigation | 3 | 2 | Jun 30, 2026 | |
| Color Gaussian Denoising | 3 | 3 | May 26, 2026 | |
| Multi-object grounding | 3 | 3 | Apr 27, 2026 | |
| RGB-Thermal tracking | 3 | 3 | May 6, 2026 | |
| Pose-guided Person Image Generation |
| 3 |
| 2 |
| Feb 18, 2026 |
| SSL Backdoor Attack | 3 | 1 | Mar 4, 2026 |
|---|
| MIL Explanation | 3 | 1 | Feb 18, 2026 |
|---|
| Category-level Sketch-Based Image Retrieval | 3 | 2 | Feb 18, 2026 |
|---|
| Multi-page Document Question Answering | 3 | 7 | Apr 28, 2026 |
|---|
| 3D human-scene interaction generation | 3 | 2 | Jul 8, 2026 |
|---|
| Visual puzzle solving | 3 | 3 | Jun 18, 2026 |
|---|
| Khmer Text Recognition | 3 | 1 | Mar 4, 2026 |
|---|
| Structure and appearance control | 3 | 1 | Feb 18, 2026 |
|---|
| Local Climate Zone Classification | 3 | 1 | Mar 6, 2026 |
|---|
| Skull-Face Overlay | 3 | 1 | Mar 4, 2026 |
|---|
| BV segmentation | 3 | 1 | Feb 18, 2026 |
|---|
| Human Video Animation | 3 | 2 | Feb 19, 2026 |
|---|
| Multi-modal Vehicle Re-Identification | 3 | 2 | Jun 19, 2026 |
|---|
| Video Amodal Segmentation | 3 | 1 | Feb 18, 2026 |
|---|
| Unknown sample identification | 3 | 1 | Feb 18, 2026 |
|---|
| Slice-to-Volume MRI Reconstruction | 3 | 1 | Mar 4, 2026 |
|---|