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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 |
|---|---|---|---|---|
| Floorplan Reconstruction | 5 | 1 | Feb 19, 2026 | |
| 2D Occluded Pose Estimation | 5 | 1 | Feb 18, 2026 | |
| 3D referring expression comprehension | 5 | 2 | Mar 19, 2026 | |
| Area Estimation | 5 | 2 | May 13, 2026 | |
| Multi-image Spatial Reasoning | 5 | 5 | Jul 2, 2026 | |
| Hand-Object Interaction | 5 | 3 | Apr 15, 2026 | |
| Two-Class Classification | 5 | 2 | Feb 27, 2026 | |
| Few-Shot Open-Set Action Recognition | 5 | 1 | Mar 5, 2026 | |
| Two-view relative pose estimation |
| 5 |
| 3 |
| Mar 25, 2026 |
| Skin tone classification | 5 | 2 | Mar 4, 2026 |
|---|
| Dense Pose Estimation | 5 | 5 | Feb 22, 2026 |
|---|
| Physical Perception | 5 | 1 | Feb 19, 2026 |
|---|
| Human part segmentation | 5 | 5 | Feb 22, 2026 |
|---|
| Ring Artifact Reduction | 5 | 1 | Feb 19, 2026 |
|---|
| Category-level Object Pose Estimation | 5 | 6 | Jul 7, 2026 |
|---|
| Multi-class Image Classification | 5 | 3 | Feb 18, 2026 |
|---|
| Fine-grained Semantic Segmentation | 5 | 4 | Jun 16, 2026 |
|---|
| Image Composition | 5 | 3 | Jul 7, 2026 |
|---|
| Human-human interaction motion generation | 5 | 4 | Feb 20, 2026 |
|---|
| Grounded Question Answering | 5 | 5 | Feb 18, 2026 |
|---|
| Certified Image Classification | 5 | 3 | Jun 2, 2026 |
|---|
| Leaf Instance Segmentation | 5 | 1 | Mar 5, 2026 |
|---|
| Drone Tracking | 5 | 2 | Jun 4, 2026 |
|---|
| Multi-modal Manipulation Detection and Grounding | 5 | 2 | Mar 13, 2026 |
|---|
| Cooperative Perception | 5 | 3 | May 4, 2026 |
|---|