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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 |
|---|---|---|---|---|
| Location Prediction | 5 | 3 | Jun 9, 2026 | |
| Medical Imaging Classification | 5 | 3 | Jul 7, 2026 | |
| Multi-modal Manipulation Detection and Grounding | 5 | 2 | Mar 13, 2026 | |
| Label Noise Identification | 5 | 2 | Feb 18, 2026 | |
| Cooperative Perception | 5 | 3 | May 4, 2026 | |
| Event-based action recognition | 5 | 5 | Jun 16, 2026 | |
| Visualization Generation | 5 | 2 | Apr 14, 2026 | |
| Concept Recognition | 5 | 3 | May 12, 2026 | |
| Drone Tracking |
| 5 |
| 2 |
| Jun 4, 2026 |
| Image Outpainting | 5 | 4 | Jul 8, 2026 |
|---|
| Degradation Estimation | 5 | 2 | Feb 21, 2026 |
|---|
| High-Resolution Visual Perception | 5 | 10 | Jul 2, 2026 |
|---|
| General Visual Reasoning | 5 | 9 | Jul 2, 2026 |
|---|
| Action Caption | 5 | 1 | Feb 25, 2026 |
|---|
| Single Image Denoising | 5 | 3 | Apr 7, 2026 |
|---|
| Visual Logical Reasoning | 5 | 11 | Apr 28, 2026 |
|---|
| Partial Person Re-identification | 5 | 8 | Feb 18, 2026 |
|---|
| Grouping | 5 | 5 | May 4, 2026 |
|---|
| Tumor Detection and Segmentation | 5 | 1 | Feb 18, 2026 |
|---|
| Forgery Reasoning | 5 | 2 | Mar 10, 2026 |
|---|
| Hyperspectral Reconstruction | 5 | 4 | Jun 4, 2026 |
|---|
| Aesthetic Quality Assessment | 5 | 4 | Apr 20, 2026 |
|---|
| Diabetic Retinopathy (DR) grading | 5 | 3 | Mar 16, 2026 |
|---|
| Multi-label CXR Classification | 5 | 1 | Feb 18, 2026 |
|---|
| Social Gaze Prediction | 5 | 2 | May 27, 2026 |
|---|