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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 |
|---|---|---|---|---|
| Next Scene Prediction | 1 | 1 | Feb 20, 2026 | |
| Behavioral-level Action Recognition | 1 | 1 | May 28, 2026 | |
| Class-agnostic Terrain Segmentation | 1 | 1 | May 28, 2026 | |
| Artistic transfer | 1 | 1 | Feb 20, 2026 | |
| Audiovisual Alignment | 1 | 1 | Feb 20, 2026 | |
| Visual Target Object Removal | 1 | 1 | Feb 20, 2026 | |
| Embodied Object QA | 1 | 1 | Feb 20, 2026 | |
| Scene Spatial Awareness QA | 1 | 1 | Feb 20, 2026 | |
| Visual Rearrangement |
| 1 |
| 1 |
| Feb 18, 2026 |
| Multi-choice Spatial Question Answering | 1 | 1 | Feb 20, 2026 |
|---|
| Text Understanding | 1 | 1 | Jun 30, 2026 |
|---|
| Multi-view Driving Video Generation | 1 | 1 | Feb 20, 2026 |
|---|
| Recurrence Segmentation Coverage Prediction | 1 | 1 | Feb 18, 2026 |
|---|
| Fundus Image Registration | 1 | 1 | Feb 20, 2026 |
|---|
| Computer Vision Perception | 1 | 3 | Apr 10, 2026 |
|---|
| OCR-centric visual reasoning | 1 | 1 | Feb 20, 2026 |
|---|
| Multi-shot temporal event localization | 1 | 1 | Feb 18, 2026 |
|---|
| Echocardiogram Video Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Text-to-Image Prompt Alignment | 1 | 1 | Feb 20, 2026 |
|---|
| Multi-Aspect Video Quality Assessment | 1 | 1 | Feb 20, 2026 |
|---|
| Category and SubCategory Recognition | 1 | 1 | Feb 18, 2026 |
|---|
| 3D Multiple Abdominal Organ Segmentation | 1 | 1 | Feb 18, 2026 |
|---|
| Frame-level attribute tagging | 1 | 1 | Feb 20, 2026 |
|---|
| 4D Human-Object Reconstruction | 1 | 1 | Feb 20, 2026 |
|---|
| 4D human-object interaction reconstruction | 1 | 3 | May 15, 2026 |
|---|