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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 |
|---|---|---|---|---|
| Image Classification (Feature shift) | 1 | 1 | Feb 18, 2026 | |
| Image Classification (Label shift) | 1 | 1 | Feb 18, 2026 | |
| 2D Search | 1 | 1 | Jun 5, 2026 | |
| Salient region segmentation | 1 | 1 | Feb 18, 2026 | |
| Closed Loop Calibration | 1 | 1 | Feb 20, 2026 | |
| LiDAR-Camera Rotational Calibration | 1 | 1 | Feb 20, 2026 | |
| Line Description | 1 | 1 | Feb 18, 2026 | |
| RADAR-Camera Rotational Calibration | 1 | 1 | Feb 20, 2026 | |
| LiDAR-RADAR Rotational Calibration |
| 1 |
| 1 |
| Feb 20, 2026 |
| Visual Reasoning and Question Answering | 1 | 1 | Jun 5, 2026 |
|---|
| Daytime Haze Removal | 1 | 1 | Feb 20, 2026 |
|---|
| Nighttime Haze Removal | 1 | 1 | Feb 20, 2026 |
|---|
| 20-way 1-shot Classification | 1 | 4 | Feb 22, 2026 |
|---|
| 3D Pose Estimation (Azimuth) | 1 | 1 | Feb 18, 2026 |
|---|
| Adversarial Transfer Learning | 1 | 1 | Feb 27, 2026 |
|---|
| Sandstorm Image Restoration | 1 | 1 | Feb 20, 2026 |
|---|
| Stylization Semantic Alignment | 1 | 1 | Feb 20, 2026 |
|---|
| Analogical image generation | 1 | 1 | Feb 20, 2026 |
|---|
| Novel View Synthesis and Camera Parameter Estimation | 1 | 1 | Feb 18, 2026 |
|---|
| 3D Pose Estimation (Elevation) | 1 | 1 | Feb 18, 2026 |
|---|
| OAR Dosimetric Quality Evaluation | 1 | 1 | Feb 20, 2026 |
|---|
| Joint Type Classification | 1 | 1 | Feb 20, 2026 |
|---|
| Eye Gaze Prediction | 1 | 1 | Feb 20, 2026 |
|---|
| Goal-conditioned controllable scene generation | 1 | 1 | Feb 20, 2026 |
|---|
| Visual Offline Reinforcement Learning | 1 | 1 | Feb 18, 2026 |
|---|