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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 | |
| Compressed sensing MRI | 3 | 2 | Jun 23, 2026 | |
| Visual Language Navigation | 3 | 2 | Jun 30, 2026 | |
| Fine-grained object category discovery | 3 | 6 | Feb 18, 2026 | |
| Echocardiography Navigation | 3 | 1 | Mar 4, 2026 | |
| Color Video Completion | 3 | 1 | Mar 4, 2026 | |
| Multispectral Demosaicing | 3 | 1 | Mar 4, 2026 | |
| Visual Anomaly Segmentation | 3 | 1 | Mar 4, 2026 | |
| Color Gaussian Denoising |
| 3 |
| 3 |
| May 26, 2026 |
| Visual puzzle solving | 3 | 3 | Jun 18, 2026 |
|---|
| SSL Backdoor Attack | 3 | 1 | Mar 4, 2026 |
|---|
| Joint Detection and Segmentation | 3 | 1 | Feb 18, 2026 |
|---|
| Remote Grounding | 3 | 6 | May 27, 2026 |
|---|
| Multi-modal Vehicle Re-Identification | 3 | 2 | Jun 19, 2026 |
|---|
| Similarity Confidence | 3 | 1 | Mar 4, 2026 |
|---|
| Spatial-Temporal Reasoning | 3 | 1 | Mar 4, 2026 |
|---|
| Khmer Text Recognition | 3 | 1 | Mar 4, 2026 |
|---|
| Rotation Object Detection | 3 | 2 | Feb 18, 2026 |
|---|
| RoI-level Breast Cancer Tumor Subtyping | 3 | 1 | Mar 4, 2026 |
|---|
| Slice-to-Volume MRI Reconstruction | 3 | 1 | Mar 4, 2026 |
|---|
| Across-task Surgical Skill Assessment | 3 | 1 | Mar 4, 2026 |
|---|
| Surgical Skill Assessment (Knot Tying) | 3 | 1 | Mar 4, 2026 |
|---|
| Downstream evaluation | 3 | 3 | Jun 4, 2026 |
|---|
| Point Object Localization | 3 | 1 | Feb 18, 2026 |
|---|
| Action Step Localization | 3 | 8 | Feb 27, 2026 |
|---|