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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 |
|---|---|---|---|---|
| Video Referring Description | 1 | 2 | Mar 6, 2026 | |
| Sub-pixel Localization | 1 | 1 | Feb 18, 2026 | |
| Video Flare Removal | 1 | 1 | Feb 20, 2026 | |
| Vegetation Classification | 1 | 1 | Feb 20, 2026 | |
| Action-fixed detection | 1 | 1 | Jun 2, 2026 | |
| Dynamic and semantic 3DGS | 1 | 1 | Feb 20, 2026 | |
| Whole-study Brain MRI disease classification | 1 | 1 | Feb 20, 2026 | |
| Introspection (Failure Prediction) | 1 | 1 | Jun 2, 2026 | |
| 3D-Image Retrieval |
| 1 |
| 2 |
| Feb 19, 2026 |
| 30-way classification | 1 | 1 | Feb 20, 2026 |
|---|
| Single-Camera Tracking | 1 | 1 | Feb 18, 2026 |
|---|
| Superpixel Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| De-occlusion | 1 | 1 | Feb 20, 2026 |
|---|
| Articulated object understanding | 1 | 1 | Jun 2, 2026 |
|---|
| Pairwise Flow Estimation | 1 | 1 | Feb 20, 2026 |
|---|
| Text-to-Video + Camera Control | 1 | 1 | Feb 20, 2026 |
|---|
| Vision-Language Task Evaluation | 1 | 1 | Feb 20, 2026 |
|---|
| Interpretation Error Evaluation | 1 | 1 | Feb 18, 2026 |
|---|
| Developmental Vision Evaluation | 1 | 1 | Feb 20, 2026 |
|---|
| Generalized Zero-Shot Semantic Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Cross-page table continuation classification | 1 | 1 | Feb 20, 2026 |
|---|
| Animal Motion Capture | 1 | 1 | Feb 20, 2026 |
|---|
| Motion Capture Prediction | 1 | 1 | Feb 18, 2026 |
|---|
| Athlete Detection | 1 | 1 | Feb 20, 2026 |
|---|
| Multi-view Tracking | 1 | 3 | Apr 23, 2026 |
|---|