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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 |
|---|---|---|---|---|
| Unconditional human motion synthesis | 1 | 1 | Feb 18, 2026 | |
| 3D Part Instance Segmentation | 1 | 1 | Feb 18, 2026 | |
| Sequential Image Editing | 1 | 1 | Feb 18, 2026 | |
| Category-level few-shot learning | 1 | 1 | Feb 18, 2026 | |
| HDR Expansion | 1 | 1 | Feb 18, 2026 | |
| 2D Class-agnostic Object Detection | 1 | 1 | Feb 18, 2026 | |
| Clothes-Template Clothes-Changing Person Re-identification | 1 | 1 | Feb 18, 2026 | |
| Class-agnostic 2D object detection | 1 | 1 | Feb 18, 2026 | |
| Language-Instructed Person Re-identification |
| 1 |
| 1 |
| Feb 18, 2026 |
| Speaker-centric multimodal understanding | 1 | 1 | Mar 24, 2026 |
|---|
| Multi-label Few-Shot Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Water Surface Reconstruction | 1 | 1 | Mar 24, 2026 |
|---|
| Semantic Segmentation Efficiency | 1 | 1 | Feb 18, 2026 |
|---|
| Object Existence Hallucination Evaluation | 1 | 2 | Feb 20, 2026 |
|---|
| Compressed Depth Map Super-Resolution | 1 | 1 | Feb 18, 2026 |
|---|
| Image-to-Text matching | 1 | 1 | Feb 18, 2026 |
|---|
| Compressed Depth Upsampling | 1 | 1 | Feb 18, 2026 |
|---|
| Camera-controlled Text-to-Video Generation | 1 | 1 | Feb 18, 2026 |
|---|
| Composition Scoring | 1 | 1 | Feb 18, 2026 |
|---|
| Multispectral Oriented Object Detection | 1 | 1 | Feb 18, 2026 |
|---|
| Image-conditioned texture generation | 1 | 1 | Feb 18, 2026 |
|---|
| Image-Text Compositionality Evaluation | 1 | 2 | Mar 27, 2026 |
|---|
| Accelerated MRI | 1 | 2 | Apr 7, 2026 |
|---|
| Synthetic Image Quality Assessment | 1 | 1 | Feb 18, 2026 |
|---|
| One-person 3D pose refinement | 1 | 1 | Feb 18, 2026 |
|---|