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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 |
|---|---|---|---|---|
| Photographer-side guidance | 1 | 1 | Jun 25, 2026 | |
| Resolving Confusion (RC) | 1 | 1 | Feb 18, 2026 | |
| Scribble-to-Video Generation | 1 | 1 | Feb 20, 2026 | |
| Multi-spectral 3D Scene Reconstruction | 1 | 1 | Jun 25, 2026 | |
| Visual Reasoning Robustness | 1 | 1 | Feb 21, 2026 | |
| Incremental Task Learning | 1 | 1 | Feb 18, 2026 | |
| Social Relationship Recognition (Coarse-level) | 1 | 1 | Feb 18, 2026 | |
| Object Existence Detection | 1 | 1 | Feb 27, 2026 | |
| Electrical Impedance Tomography image reconstruction |
| 1 |
| 1 |
| Feb 21, 2026 |
| Sparse Attention Acceleration | 1 | 1 | Feb 21, 2026 |
|---|
| Gait Detection | 1 | 1 | Feb 21, 2026 |
|---|
| Object Collision | 1 | 1 | Feb 18, 2026 |
|---|
| Large Vision-Language Modeling | 1 | 2 | Feb 27, 2026 |
|---|
| White-box Membership Inference Attack | 1 | 1 | Feb 21, 2026 |
|---|
| Low-level Vision Evaluation | 1 | 1 | Feb 27, 2026 |
|---|
| Seismic Horizon Tracking | 1 | 1 | Feb 21, 2026 |
|---|
| Social Relationship Recognition (Fine-level) | 1 | 2 | Feb 18, 2026 |
|---|
| Vehicle 3D Detection | 1 | 1 | Feb 18, 2026 |
|---|
| Robust Explanation Computation | 1 | 1 | Feb 21, 2026 |
|---|
| Vision-related Reasoning and Perception | 1 | 3 | May 19, 2026 |
|---|
| Multi-image visual perception | 1 | 3 | Apr 15, 2026 |
|---|
| Image Realism Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Face inpainting (Half) | 1 | 2 | Feb 21, 2026 |
|---|
| Incremental Domain Learning | 1 | 1 | Feb 18, 2026 |
|---|
| Tumor Burden Estimation | 1 | 1 | Feb 18, 2026 |
|---|