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 |
|---|---|---|---|---|
| Registration error estimation | 1 | 1 | Feb 18, 2026 | |
| 2D Radar Super-Resolution | 1 | 1 | Jun 4, 2026 | |
| Portrait Privacy Protection | 1 | 1 | Feb 20, 2026 | |
| Binned cell abundance classification | 1 | 1 | Jun 4, 2026 | |
| Incremental Classification | 1 | 1 | Feb 18, 2026 | |
| Visual Concept Composition | 1 | 1 | Feb 20, 2026 | |
| Preliminary Diagnosis | 1 | 1 | Feb 18, 2026 | |
| Image Personalization | 1 | 1 | Feb 20, 2026 | |
| LDR to HDR Reconstruction |
|---|
| 1 |
| 1 |
| Feb 18, 2026 |
| Fine-grained Diagnosis | 1 | 1 | Feb 18, 2026 |
|---|
| Noun Action Localization | 1 | 2 | Feb 19, 2026 |
|---|
| Video Instance Segmentation (VIS) | 1 | 1 | Jun 4, 2026 |
|---|
| 3D Reconstruction from a single 2D image | 1 | 1 | Feb 18, 2026 |
|---|
| Movie Genre Prediction | 1 | 1 | Feb 20, 2026 |
|---|
| Point-level Anomaly Localization | 1 | 1 | Feb 18, 2026 |
|---|
| Fetal Brain Tissue Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Text-centric Visual Question Answering (Open-Ended) | 1 | 1 | Feb 20, 2026 |
|---|
| Many-shot Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Human Avatar Relighting | 1 | 1 | Feb 20, 2026 |
|---|
| Edit Inspectors Question Answering | 1 | 1 | Feb 18, 2026 |
|---|
| Audio-driven unified speak-listen facial motion generation | 1 | 1 | Feb 20, 2026 |
|---|
| Conversational facial motion generation | 1 | 1 | Feb 20, 2026 |
|---|
| Perceptual Similarity | 1 | 2 | Feb 18, 2026 |
|---|
| Cross-Category Fine-Grained Sketch-Based Image Retrieval | 1 | 1 | Feb 18, 2026 |
|---|
| Non-Homogeneous Dehazing | 1 | 1 | Feb 20, 2026 |
|---|