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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 |
|---|---|---|---|---|
| Semantic Hand-Surface Contact Recognition | 1 | 1 | May 19, 2026 | |
| Object Attribute Classification | 1 | 1 | Feb 18, 2026 | |
| Hard Negative Caption Discrimination | 1 | 1 | May 19, 2026 | |
| Multiclass Neurodegenerative Disease Classification | 1 | 1 | Feb 20, 2026 | |
| Organs-at-risk segmentation | 1 | 1 | Feb 20, 2026 | |
| Outlier-aware Semantic Segmentation | 1 | 1 | Feb 18, 2026 | |
| Dyadic Future Prediction | 1 | 1 | Feb 20, 2026 | |
| 2D action recognition | 1 | 1 | Feb 18, 2026 | |
| Pattern segmentation |
| 1 |
| 1 |
| Feb 18, 2026 |
| Anomaly Instance Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Partner Motion Prediction | 1 | 1 | Feb 20, 2026 |
|---|
| Replace Object | 1 | 1 | Feb 20, 2026 |
|---|
| 8 grouped facial attributes classification | 1 | 1 | Feb 18, 2026 |
|---|
| Remove Object | 1 | 1 | Feb 20, 2026 |
|---|
| WSI Captioning | 1 | 1 | Feb 20, 2026 |
|---|
| Grayscale Image Colorization | 1 | 1 | Feb 18, 2026 |
|---|
| SNFH Segmentation | 1 | 1 | Feb 20, 2026 |
|---|
| 3D Face Reconstruction and Dense Alignment | 1 | 1 | Feb 18, 2026 |
|---|
| Illumination-preserving image editing | 1 | 1 | Feb 20, 2026 |
|---|
| Instruction-based Driving Video Editing | 1 | 1 | Feb 20, 2026 |
|---|
| Daily Activity Recognition | 1 | 1 | Feb 20, 2026 |
|---|
| Affective Image Filter | 1 | 1 | Feb 20, 2026 |
|---|
| Affective Image Filtering | 1 | 1 | Feb 20, 2026 |
|---|
| GAN Image Detection | 1 | 1 | Feb 20, 2026 |
|---|
| Zero-Shot Quantization | 1 | 1 | Feb 18, 2026 |
|---|