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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 |
|---|---|---|---|---|
| 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 |
|---|
| Drivable area detection | 1 | 1 | Mar 31, 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 |
|---|
| Comprehensive multimodal understanding | 1 | 1 | Feb 18, 2026 |
|---|
| Body part labeling | 1 | 1 | Feb 18, 2026 |
|---|
| Multimodal Autonomous Driving Capability | 1 | 1 | Feb 18, 2026 |
|---|
| Unimodal-prior-induced hallucination evaluation | 1 | 1 | Feb 18, 2026 |
|---|
| ImgCDL Generation | 1 | 1 | Feb 18, 2026 |
|---|
| CDL Generation | 1 | 1 | Feb 18, 2026 |
|---|
| Robotic Driving | 1 | 1 | Feb 18, 2026 |
|---|
| Identity Transformation | 1 | 1 | Feb 18, 2026 |
|---|
| Lane-Keeping Action Classification | 1 | 1 | Feb 18, 2026 |
|---|
| Mobile-size object detection | 1 | 1 | Feb 18, 2026 |
|---|
| Lane-Keeping Trajectory Prediction | 1 | 1 | Feb 18, 2026 |
|---|