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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 |
|---|---|---|---|---|
| Normal Accuracy | 1 | 1 | Feb 18, 2026 | |
| Eye Authentication | 1 | 1 | Feb 18, 2026 | |
| Video Segment Description | 1 | 1 | Feb 18, 2026 | |
| Short-range clip captioning | 1 | 1 | Feb 18, 2026 | |
| Molecule Image Recognition | 1 | 1 | Feb 18, 2026 | |
| Relighting (image) | 1 | 1 | Feb 18, 2026 | |
| 6-Dof Grasp Detection | 1 | 1 | Feb 18, 2026 | |
| Panoramic Video Quality Assessment | 1 | 1 | Feb 18, 2026 | |
| Non-homogeneous Image Dehazing |
| 1 |
| 2 |
| Feb 20, 2026 |
| Model-Human Comparison | 1 | 2 | Feb 22, 2026 |
|---|
| Calcification Localization | 1 | 1 | Feb 18, 2026 |
|---|
| Mass Localization | 1 | 1 | Feb 18, 2026 |
|---|
| 8x Image Super-Resolution | 1 | 2 | May 27, 2026 |
|---|
| Stereo Saliency Detection | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-Domain Classification | 1 | 4 | Feb 18, 2026 |
|---|
| Identity-aware captioning | 1 | 1 | Feb 18, 2026 |
|---|
| Multi-label lesion classification | 1 | 1 | Feb 18, 2026 |
|---|
| Spherical Active Speaker Localization | 1 | 1 | Feb 18, 2026 |
|---|
| Object Detection with Attribute Prediction | 1 | 1 | Feb 18, 2026 |
|---|
| Active Speaker Localization | 1 | 1 | Feb 18, 2026 |
|---|
| Tree Ring Detection | 1 | 1 | Feb 18, 2026 |
|---|
| Visual Similarity | 1 | 1 | Feb 18, 2026 |
|---|
| Close/open-ended VQA | 1 | 1 | Feb 27, 2026 |
|---|
| Compositional Attribution | 1 | 1 | Feb 18, 2026 |
|---|
| Generalized Zero-Shot Object Detection | 1 | 2 | Feb 18, 2026 |
|---|