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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 |
|---|---|---|---|---|
| Position track | 3 | 1 | Mar 5, 2026 | |
| Lane Segmentation | 3 | 4 | Mar 31, 2026 | |
| Offline Class-Incremental Learning | 3 | 1 | Feb 18, 2026 | |
| Offline Class-Incremental Continual Learning | 3 | 1 | Feb 18, 2026 | |
| Offline Task-Incremental Continual Learning | 3 | 1 | Feb 18, 2026 | |
| Color Gaussian Denoising | 3 | 3 | May 26, 2026 | |
| Multi-hop spatial reasoning | 3 | 2 | Jul 1, 2026 | |
| 3D Hand-Object Pose Estimation | 3 | 3 | Feb 22, 2026 | |
| Trajectory Prediction and Robot Action Planning |
| 3 |
| 1 |
| Feb 18, 2026 |
| Mono-temporal Cloud Removal | 3 | 1 | Feb 18, 2026 |
|---|
| Motion Completion | 3 | 2 | Feb 18, 2026 |
|---|
| Driving Scene Prediction | 3 | 1 | Feb 18, 2026 |
|---|
| Human-Object Interaction Motion Generation | 3 | 3 | May 1, 2026 |
|---|
| Visual Anomaly Segmentation | 3 | 1 | Mar 4, 2026 |
|---|
| SSL Backdoor Attack | 3 | 1 | Mar 4, 2026 |
|---|
| Comprehensive Evaluation | 3 | 3 | May 28, 2026 |
|---|
| Verb Classification | 3 | 2 | Feb 19, 2026 |
|---|
| Portrait photo retouching | 3 | 1 | Feb 18, 2026 |
|---|
| Khmer Text Recognition | 3 | 1 | Mar 4, 2026 |
|---|
| Fine-grained frame retrieval | 3 | 2 | Feb 18, 2026 |
|---|
| Multispectral Demosaicing | 3 | 1 | Mar 4, 2026 |
|---|
| Visual puzzle solving | 3 | 3 | Jun 18, 2026 |
|---|
| Multi-modal Vehicle Re-Identification | 3 | 2 | Jun 19, 2026 |
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| Shape Recovery | 3 | 3 | May 14, 2026 |
|---|
| Inverse Tone Mapping | 3 | 2 | Feb 18, 2026 |
|---|