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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 |
|---|---|---|---|---|
| Visual Language Navigation | 3 | 2 | Jun 30, 2026 | |
| Color Gaussian Denoising | 3 | 3 | May 26, 2026 | |
| Clothes-Changing Person Re-identification | 3 | 2 | Feb 18, 2026 | |
| One-shot segmentation | 3 | 2 | Feb 18, 2026 | |
| Visual puzzle solving | 3 | 3 | Jun 18, 2026 | |
| Chart Information Extraction | 3 | 1 | Feb 18, 2026 | |
| Khmer Text Recognition | 3 | 1 | Mar 4, 2026 | |
| Multi-modal Vehicle Re-Identification | 3 | 2 | Jun 19, 2026 | |
| SSL Backdoor Attack |
| 3 |
| 1 |
| Mar 4, 2026 |
| Deictic Object Segmentation | 3 | 1 | Feb 18, 2026 |
|---|
| Count | 3 | 3 | May 18, 2026 |
|---|
| Slice-to-Volume MRI Reconstruction | 3 | 1 | Mar 4, 2026 |
|---|
| Unsupervised Image Saliency Detection | 3 | 1 | Feb 18, 2026 |
|---|
| Unsupervised Saliency Detection | 3 | 1 | Feb 18, 2026 |
|---|
| Spatial-Temporal Reasoning | 3 | 1 | Mar 4, 2026 |
|---|
| RoI-level Breast Cancer Tumor Subtyping | 3 | 1 | Mar 4, 2026 |
|---|
| Across-task Surgical Skill Assessment | 3 | 1 | Mar 4, 2026 |
|---|
| Low-shot object recognition | 3 | 1 | Feb 18, 2026 |
|---|
| ID Classification and OOD Detection | 3 | 1 | Feb 18, 2026 |
|---|
| Rotation Accuracy | 3 | 1 | Feb 18, 2026 |
|---|
| Downstream evaluation | 3 | 3 | Jun 4, 2026 |
|---|
| Diagram-to-Code | 3 | 2 | Apr 8, 2026 |
|---|
| Slice Discovery | 3 | 1 | Feb 18, 2026 |
|---|
| Detailed Captioning | 3 | 3 | Mar 17, 2026 |
|---|
| Infographic Visual Question Answering | 3 | 13 | Jul 7, 2026 |
|---|