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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 |
|---|---|---|---|---|
| Socio-function Segmentation | 1 | 1 | Feb 20, 2026 | |
| Pigmentary abnormalities prediction | 1 | 1 | Apr 29, 2026 | |
| Human artifact detection | 1 | 1 | Feb 19, 2026 | |
| Rightmost object shape inference | 1 | 1 | Feb 18, 2026 | |
| Socio-spatial segmentation | 1 | 1 | Feb 20, 2026 | |
| Rightmost object material inference | 1 | 1 | Feb 18, 2026 | |
| Photometric fidelity | 1 | 1 | Feb 20, 2026 | |
| Third object from right color inference | 1 | 1 | Feb 18, 2026 | |
| Static temporal grounding |
| 1 |
| 1 |
| Feb 20, 2026 |
| Shifted rightmost object color inference | 1 | 1 | Feb 18, 2026 |
|---|
| ASR-OCR Alignment | 1 | 1 | Feb 20, 2026 |
|---|
| Object Attribute Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Coloring | 1 | 2 | Mar 20, 2026 |
|---|
| Rotation and Reflection Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Multiclass Neurodegenerative Disease Classification | 1 | 1 | Feb 20, 2026 |
|---|
| Multi-directional Object Detection | 1 | 1 | Feb 18, 2026 |
|---|
| Adversarial Patch Attack | 1 | 1 | Feb 20, 2026 |
|---|
| End-to-End Scene Text Detection and Recognition | 1 | 1 | Feb 18, 2026 |
|---|
| Black Hair Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Zero-shot understanding of embodied scenes | 1 | 1 | Feb 20, 2026 |
|---|
| Galaxy Morphology Classification | 1 | 1 | Feb 18, 2026 |
|---|
| 2D / 3D Spatial Understanding | 1 | 1 | Feb 20, 2026 |
|---|
| Semantic to Face Generation | 1 | 1 | Feb 27, 2026 |
|---|
| Fabric Family Estimation | 1 | 1 | Feb 20, 2026 |
|---|
| Material Percentage Estimation | 1 | 1 | Feb 20, 2026 |
|---|