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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 |
|---|---|---|---|---|
| Depth map-conditioned image generation | 1 | 1 | Feb 18, 2026 | |
| Retinal OCT Classification | 1 | 1 | Feb 20, 2026 | |
| Segmentation map-conditioned image generation | 1 | 1 | Feb 18, 2026 | |
| Action-driven video generation | 1 | 1 | Feb 20, 2026 | |
| Event-based 3D reconstruction | 1 | 1 | Feb 20, 2026 | |
| Controllable Image Generation (Pose) | 1 | 1 | Feb 18, 2026 | |
| Event-based Lens Flare Removal | 1 | 1 | Feb 20, 2026 | |
| Baseline Detection | 1 | 1 |
| Jun 4, 2026 |
| Controllable Image Generation (Depth) | 1 | 1 | Feb 18, 2026 |
|---|
| Event-based de-flaring | 1 | 1 | Feb 20, 2026 |
|---|
| Ball Trajectory Inference | 1 | 1 | Feb 20, 2026 |
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| 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 |
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| Plant Segmentation | 1 | 1 | Feb 20, 2026 |
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| Referring | 1 | 1 | Feb 20, 2026 |
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| Continuous Time-to-Contact (TTC) Estimation | 1 | 1 | Feb 18, 2026 |
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| Pose-conditioned Human Action Video Generation | 1 | 1 | Feb 20, 2026 |
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| Personalized Human Action Video Generation | 1 | 1 | Feb 20, 2026 |
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| Multimodal Understanding Inference Efficiency | 1 | 1 | Feb 20, 2026 |
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| RoI Linear Evaluation | 1 | 1 | Feb 18, 2026 |
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| Driver Distraction Behavior Recognition | 1 | 1 | Feb 20, 2026 |
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| Driver Behavior Recognition | 1 | 1 | Feb 20, 2026 |
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| Rotation angle estimation | 1 | 1 | Feb 18, 2026 |
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| Visual Concept Discovery | 1 | 1 | Feb 20, 2026 |
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