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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 |
|---|---|---|---|---|
| 3D Local Descriptor Extraction | 1 | 1 | Feb 18, 2026 | |
| Melanoma inference | 1 | 1 | Feb 18, 2026 | |
| Incremental Face Forgery Detection | 1 | 1 | Feb 18, 2026 | |
| Subjective rating prediction on webpage | 1 | 1 | Feb 18, 2026 | |
| Segment Propagation | 1 | 2 | Jul 3, 2026 | |
| Surgical Action Planning | 1 | 1 | Feb 18, 2026 | |
| Description-guided Image Editing | 1 | 1 | Feb 18, 2026 | |
| Rank-1 Identification | 1 | 1 | Feb 18, 2026 | |
| Blond Hair classification |
| 1 |
| 6 |
| May 7, 2026 |
| Dynamic State Grounding | 1 | 1 | Feb 18, 2026 |
|---|
| Referring Threat Localization | 1 | 1 | Feb 18, 2026 |
|---|
| 3D Point Cloud Tracking | 1 | 1 | Feb 18, 2026 |
|---|
| Night Image Enhancement | 1 | 1 | Feb 18, 2026 |
|---|
| Long-term Point Tracking | 1 | 1 | Feb 18, 2026 |
|---|
| 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 |
|---|
| 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 |
|---|