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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 |
|---|---|---|---|---|
| Autonomous Driving Multimodal Reasoning | 1 | 1 | Jun 4, 2026 | |
| 3D Reconstruction from a single 2D image | 1 | 1 | Feb 18, 2026 | |
| Movie Genre Prediction | 1 | 1 | Feb 20, 2026 | |
| Point-level Anomaly Localization | 1 | 1 | Feb 18, 2026 | |
| Fetal Brain Tissue Segmentation | 1 | 1 | Feb 18, 2026 | |
| Hand motion tracking | 1 | 1 | Jun 4, 2026 | |
| Rice variety identification | 1 | 1 | Feb 20, 2026 | |
| Text-centric Visual Question Answering (Open-Ended) | 1 | 1 | Feb 20, 2026 | |
| Many-shot Classification |
| 1 |
| 1 |
| Feb 18, 2026 |
| Human Avatar Relighting | 1 | 1 | Feb 20, 2026 |
|---|
| Edit Inspectors Question Answering | 1 | 1 | Feb 18, 2026 |
|---|
| Audio-driven unified speak-listen facial motion generation | 1 | 1 | Feb 20, 2026 |
|---|
| Conversational facial motion generation | 1 | 1 | Feb 20, 2026 |
|---|
| Perceptual Similarity | 1 | 2 | Feb 18, 2026 |
|---|
| Cross-Category Fine-Grained Sketch-Based Image Retrieval | 1 | 1 | Feb 18, 2026 |
|---|
| Non-Homogeneous Dehazing | 1 | 1 | Feb 20, 2026 |
|---|
| UHD Enhancement | 1 | 2 | Mar 16, 2026 |
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| Joint Denoising and Enhancement | 1 | 1 | Feb 20, 2026 |
|---|
| Category-level Object Detection | 1 | 1 | Feb 18, 2026 |
|---|
| Reasoning-based Segmentation | 1 | 1 | Feb 20, 2026 |
|---|
| Image-to-PSD reconstruction | 1 | 1 | Feb 20, 2026 |
|---|
| Event Boundary Segmentation | 1 | 1 | Feb 18, 2026 |
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| Image-to-PSD generation | 1 | 1 | Feb 20, 2026 |
|---|
| Depth map-conditioned image generation | 1 | 1 | Feb 18, 2026 |
|---|
| Retinal OCT Classification | 1 | 1 | Feb 20, 2026 |
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