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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 |
|---|---|---|---|---|
| Two-piece spatial reasoning | 1 | 1 | Feb 18, 2026 | |
| Autonomous Vehicle Interaction | 1 | 1 | Mar 31, 2026 | |
| PredCLS | 1 | 4 | Apr 23, 2026 | |
| Customized fashion retrieval | 1 | 1 | Feb 18, 2026 | |
| Scanpath Alignment | 1 | 1 | Mar 31, 2026 | |
| SGDET | 1 | 1 | Feb 18, 2026 | |
| Light classification | 1 | 1 | Feb 18, 2026 | |
| Embodied Counting | 1 | 1 | Feb 18, 2026 | |
| Mirror Counting | 1 | 1 | Feb 18, 2026 | |
| Object In-View Check |
|---|
| 1 |
| 1 |
| Feb 18, 2026 |
| Continual Vision-Language-Action Learning | 1 | 1 | Feb 18, 2026 |
|---|
| Efficient Convolution | 1 | 1 | Feb 18, 2026 |
|---|
| Vision-Language Model Selection | 1 | 1 | Feb 18, 2026 |
|---|
| Explainability Stability Analysis | 1 | 1 | Feb 18, 2026 |
|---|
| Lipreading (Sentences) | 1 | 1 | Feb 18, 2026 |
|---|
| Event Proposal Generation | 1 | 3 | Feb 18, 2026 |
|---|
| 3D Logic | 1 | 1 | Feb 18, 2026 |
|---|
| Charts | 1 | 1 | Feb 18, 2026 |
|---|
| IQ-style Reasoning | 1 | 1 | Feb 18, 2026 |
|---|
| Four-view Breast Cancer Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Impulse Response Synthesis | 1 | 1 | Feb 18, 2026 |
|---|
| Earth Observation analysis | 1 | 1 | Feb 18, 2026 |
|---|
| Spatial reasoning over optical/SAR imagery | 1 | 1 | Feb 18, 2026 |
|---|
| Complex Image Editing | 1 | 2 | May 12, 2026 |
|---|
| Multi-modal Agent Reasoning | 1 | 1 | Feb 18, 2026 |
|---|