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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 |
|---|---|---|---|---|
| Camouflage Perceptual Search | 1 | 1 | Feb 18, 2026 | |
| Streaming Image Classification | 1 | 1 | May 1, 2026 | |
| Video In-Context Learning | 1 | 1 | Feb 19, 2026 | |
| Joint Attention detection | 1 | 1 | May 1, 2026 | |
| Geometric Image Editing | 1 | 1 | Feb 19, 2026 | |
| Osteosarcoma classification | 1 | 1 | Feb 20, 2026 | |
| Matte Pulling | 1 | 1 | Feb 18, 2026 | |
| Pose Preservation | 1 | 1 | Feb 20, 2026 | |
| Gaze Preservation |
| 1 |
| 1 |
| Feb 20, 2026 |
| Image Parsing | 1 | 1 | Feb 20, 2026 |
|---|
| Brain Parcellation | 1 | 1 | Feb 20, 2026 |
|---|
| Predicate Recognition | 1 | 1 | Feb 27, 2026 |
|---|
| INR editing (erode) | 1 | 1 | Feb 18, 2026 |
|---|
| Burn scar mapping | 1 | 1 | Feb 20, 2026 |
|---|
| Text-image relation classification | 1 | 1 | Feb 18, 2026 |
|---|
| INR editing (dilate) | 1 | 3 | Apr 28, 2026 |
|---|
| Temporal Semantic Segmentation | 1 | 1 | Feb 20, 2026 |
|---|
| Lip motion prediction | 1 | 1 | Feb 18, 2026 |
|---|
| INR editing (contrast) | 1 | 1 | Feb 18, 2026 |
|---|
| Pose-to-segmentation | 1 | 1 | Feb 20, 2026 |
|---|
| Dental Disease Detection | 1 | 1 | Feb 20, 2026 |
|---|
| Joint Deblurring and Video Frame Interpolation | 1 | 1 | Feb 18, 2026 |
|---|
| Dental anatomy segmentation | 1 | 1 | Feb 20, 2026 |
|---|
| Concept Unlearning (Church) | 1 | 1 | Feb 20, 2026 |
|---|
| Joint Deblur and Rolling Shutter Correction | 1 | 1 | Feb 18, 2026 |
|---|