Loading the SOTA2 catalog…
SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| Nanoparticles distribution prediction | 1 | 1 | Feb 18, 2026 | |
| Facial Conditional Generation | 1 | 1 | Feb 18, 2026 | |
| Facial Conditional Generation (Face ID + Landmark) | 1 | 1 | Feb 18, 2026 | |
| Rain drop removal | 1 | 4 | Feb 18, 2026 | |
| Image Restoration (Rain and Fog Removal) | 1 | 2 | Feb 18, 2026 | |
| Head Avatar Reconstruction and Rendering | 1 | 1 | Feb 18, 2026 | |
| Rationale Selection (QA -> R) | 1 | 1 | Feb 18, 2026 | |
| Human Body Tracking | 1 | 1 | Feb 18, 2026 | |
| 1 |
| 1 |
| Mar 11, 2026 |
| Distinguishing correct from incorrect AI classifications | 1 | 1 | Feb 18, 2026 |
|---|
| Classification of Procedural Activities | 1 | 3 | Feb 18, 2026 |
|---|
| Audio-Visual Referential Grounding | 1 | 1 | Feb 18, 2026 |
|---|
| Holistic Reasoning (Q -> AR) | 1 | 1 | Feb 18, 2026 |
|---|
| Referential Audio-Visual Segmentation | 1 | 3 | May 15, 2026 |
|---|
| UHD Image Processing | 1 | 1 | Feb 18, 2026 |
|---|
| Tree change detection | 1 | 1 | Feb 18, 2026 |
|---|
| 3D Human-Scene Contact Estimation | 1 | 4 | Mar 24, 2026 |
|---|
| Camera Pose Localization | 1 | 2 | Mar 4, 2026 |
|---|
| Specular Reconstruction | 1 | 1 | Feb 18, 2026 |
|---|
| Grouped Query Attention | 1 | 1 | Feb 18, 2026 |
|---|
| Co-speech 3D Gesture Synthesis | 1 | 3 | Feb 19, 2026 |
|---|
| 10-way Image Classification | 1 | 1 | Feb 18, 2026 |
|---|
| 3D Object Similarity Prediction | 1 | 1 | Feb 18, 2026 |
|---|
| 3D Image Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| 2D Multi-Object Tracking | 1 | 6 | Feb 25, 2026 |
|---|