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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 |
|---|---|---|---|---|
| Land Use Estimation | 1 | 1 | Feb 18, 2026 | |
| Video Captioning Hallucination Identification | 1 | 1 | Feb 18, 2026 | |
| Map-free Visual Relocalization | 1 | 1 | Feb 18, 2026 | |
| Visual Question Answering (Perception) | 1 | 1 | Feb 18, 2026 | |
| Continuous Affect Perception | 1 | 1 | Feb 18, 2026 | |
| Interactive 2D Image Segmentation | 1 | 2 | Mar 13, 2026 | |
| 2D Vision Reasoning | 1 | 1 | Feb 18, 2026 | |
| Building Function Estimation | 1 | 1 | Feb 18, 2026 | |
| Two-view Depth Estimation |
| 1 |
| 1 |
| Feb 18, 2026 |
| referring video inpainting | 1 | 1 | Feb 18, 2026 |
|---|
| Human keypoint localization | 1 | 1 | Feb 18, 2026 |
|---|
| Visual Hallucination Mitigation | 1 | 1 | Feb 18, 2026 |
|---|
| Social Group Activity Recognition | 1 | 1 | Feb 18, 2026 |
|---|
| Focal Length | 1 | 1 | Feb 18, 2026 |
|---|
| Shutter Speed | 1 | 1 | Feb 18, 2026 |
|---|
| 6DoF Object Pose Estimation | 1 | 1 | Feb 18, 2026 |
|---|
| Color Temperature | 1 | 1 | Feb 18, 2026 |
|---|
| 3D Human Reconstruction User Study | 1 | 1 | Feb 18, 2026 |
|---|
| Visual Question Answering (Perception + Reasoning) | 1 | 1 | Feb 18, 2026 |
|---|
| Vessel-level image quality assessment | 1 | 1 | Feb 18, 2026 |
|---|
| Camera Controllability | 1 | 2 | Feb 22, 2026 |
|---|
| Audio-Visual Event Parsing | 1 | 1 | Feb 18, 2026 |
|---|
| Class Discovery and Domain Generalization | 1 | 1 | Feb 18, 2026 |
|---|
| SfM Registration (SE(3)) | 1 | 1 | Feb 18, 2026 |
|---|
| SfM Registration (Sim(3)) | 1 | 1 | Feb 18, 2026 |
|---|