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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 |
|---|---|---|---|---|
| Attribute Manipulation | 2 | 1 | Feb 27, 2026 | |
| Physical Plausibility and Subject Deformity | 2 | 1 | Feb 21, 2026 | |
| Absolute Position Prediction | 2 | 1 | Feb 21, 2026 | |
| Unsupervised video summarization | 2 | 1 | Feb 18, 2026 | |
| CAD classification | 2 | 1 | Feb 21, 2026 | |
| Tractography (Corpus Callosum) | 2 | 1 | Feb 21, 2026 | |
| Location and orientation estimation | 2 | 5 | Jun 11, 2026 | |
| Diabetic Retinopathy Diagnosis | 2 | 1 | Feb 18, 2026 | |
| Visual Emotion Distribution Learning |
| 2 |
| 1 |
| Feb 18, 2026 |
| Correlation Matrix Segmentation | 2 | 1 | Feb 21, 2026 |
|---|
| Radiology VQA | 2 | 2 | Apr 3, 2026 |
|---|
| Pedestrian Trajectory Forecasting | 2 | 2 | Feb 19, 2026 |
|---|
| Emergent modality binding (vi -> te -> au) | 2 | 1 | Feb 20, 2026 |
|---|
| Text-to-Depth Retrieval | 2 | 1 | Feb 20, 2026 |
|---|
| Tangram puzzle solving (Fade-In) | 2 | 1 | Feb 21, 2026 |
|---|
| Text-to-Thermal Retrieval (via Vision pivot) | 2 | 1 | Feb 20, 2026 |
|---|
| Thermal-to-Text Retrieval (via Vision pivot) | 2 | 1 | Feb 20, 2026 |
|---|
| 3D Fluid Field Reconstruction | 2 | 1 | Feb 18, 2026 |
|---|
| Interactive Motion Synthesis | 2 | 4 | Mar 31, 2026 |
|---|
| Tangram puzzle solving (Rotation) | 2 | 1 | Feb 21, 2026 |
|---|
| Text-to-Depth Retrieval (via Vision pivot) | 2 | 1 | Feb 20, 2026 |
|---|
| CVS Clip Classification | 2 | 1 | Feb 18, 2026 |
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| Motion-to-language translation | 2 | 1 | Feb 18, 2026 |
|---|
| Uncertainty Mass Concentration | 2 | 1 | Feb 20, 2026 |
|---|
| Uncertainty Rank Consistency | 2 | 1 | Feb 20, 2026 |
|---|