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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 |
|---|---|---|---|---|
| Event-based de-flaring | 1 | 1 | Feb 20, 2026 | |
| Face Verification Fairness Evaluation | 1 | 1 | Jun 4, 2026 | |
| Binary Time-to-Contact (TTC) Estimation | 1 | 1 | Feb 18, 2026 | |
| Controllable Image Generation (Segmentation) | 1 | 1 | Feb 18, 2026 | |
| 3D Tracking Throughput | 1 | 1 | Feb 20, 2026 | |
| Plant Segmentation | 1 | 1 | Feb 20, 2026 | |
| Referring | 1 | 1 | Feb 20, 2026 | |
| Continuous Time-to-Contact (TTC) Estimation | 1 | 1 | Feb 18, 2026 | |
| Pose-conditioned Human Action Video Generation |
|---|
| 1 |
| 1 |
| Feb 20, 2026 |
| Personalized Human Action Video Generation | 1 | 1 | Feb 20, 2026 |
|---|
| Multimodal Understanding Inference Efficiency | 1 | 1 | Feb 20, 2026 |
|---|
| Medical Image Analysis Aggregation | 1 | 1 | Feb 20, 2026 |
|---|
| RoI Linear Evaluation | 1 | 1 | Feb 18, 2026 |
|---|
| Driver Distraction Behavior Recognition | 1 | 1 | Feb 20, 2026 |
|---|
| Driver Behavior Recognition | 1 | 1 | Feb 20, 2026 |
|---|
| Rotation angle estimation | 1 | 1 | Feb 18, 2026 |
|---|
| Visual Concept Discovery | 1 | 1 | Feb 20, 2026 |
|---|
| 8-class classification | 1 | 3 | Mar 24, 2026 |
|---|
| Laparoscopic Segmentation | 1 | 1 | Feb 20, 2026 |
|---|
| 9-class classification | 1 | 2 | Feb 22, 2026 |
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| Visual attribute recognition | 1 | 1 | Feb 18, 2026 |
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| Image Classification (Feature shift) | 1 | 1 | Feb 18, 2026 |
|---|
| Image Classification (Label shift) | 1 | 1 | Feb 18, 2026 |
|---|
| Closed Loop Calibration | 1 | 1 | Feb 20, 2026 |
|---|
| LiDAR-Camera Rotational Calibration | 1 | 1 | Feb 20, 2026 |
|---|