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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 |
|---|---|---|---|---|
| Multi-Query Attention | 1 | 1 | Feb 18, 2026 | |
| Multi-organ Nucleus Segmentation | 1 | 2 | Feb 18, 2026 | |
| Shape Parameter Classification | 1 | 1 | Feb 18, 2026 | |
| Repetition Count | 1 | 1 | Feb 18, 2026 | |
| Image-based recommendation | 1 | 1 | Feb 18, 2026 | |
| Perception Evaluation | 1 | 3 | Mar 25, 2026 | |
| Stent Presence | 1 | 1 | Mar 19, 2026 | |
| Hair editing | 1 | 1 | Feb 18, 2026 | |
| Open-world segmentation |
| 1 |
| 3 |
| Feb 18, 2026 |
| Visual planning quality evaluation | 1 | 1 | Mar 19, 2026 |
|---|
| Long-Term Video Understanding | 1 | 2 | Feb 18, 2026 |
|---|
| Perceptual Similarity Assessment | 1 | 1 | Feb 18, 2026 |
|---|
| 2D text fitting | 1 | 1 | Feb 18, 2026 |
|---|
| Perceptual Similarity Consistency | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-image part-focused co-segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Monocular 3D hand mesh recovery | 1 | 1 | Feb 18, 2026 |
|---|
| Text-Guided Subject-Position Variable Background Inpainting | 1 | 1 | Feb 18, 2026 |
|---|
| Cyclist Detection | 1 | 1 | Feb 18, 2026 |
|---|
| Pulmonary nodule detection | 1 | 1 | Feb 18, 2026 |
|---|
| Unsupervised Panoptic Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-shot Backdoor Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Pedestrian 3D Object Detection | 1 | 3 | May 13, 2026 |
|---|
| Cross-Domain Few-Shot Action Recognition | 1 | 1 | Feb 18, 2026 |
|---|
| Text-Guided Object Alignment | 1 | 1 | Feb 18, 2026 |
|---|
| Image Reconstruction Defense | 1 | 1 | Feb 18, 2026 |
|---|