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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 |
|---|---|---|---|---|
| Local tone mapping | 1 | 1 | Feb 20, 2026 | |
| Monocular 3D Face Reconstruction | 1 | 4 | Feb 27, 2026 | |
| Zernike coefficient prediction | 1 | 1 | Feb 20, 2026 | |
| Image-based Reasoning | 1 | 1 | Feb 18, 2026 | |
| body sites (5 classes) classification | 1 | 1 | Jun 11, 2026 | |
| Zones segmentation | 1 | 2 | Feb 20, 2026 | |
| Single-source Domain Adaptation | 1 | 1 | Feb 18, 2026 | |
| body site (6 classes) classification | 1 | 1 | Jun 11, 2026 | |
| Video-based Question Answering |
| 1 |
| 6 |
| Mar 20, 2026 |
| Semantic View Synthesis (Novel View) | 1 | 1 | Feb 18, 2026 |
|---|
| Text-guided Video Inpainting | 1 | 1 | Feb 20, 2026 |
|---|
| Boundary Accuracy | 1 | 1 | Feb 18, 2026 |
|---|
| ISP Learning | 1 | 1 | Feb 20, 2026 |
|---|
| Scene Layout Estimation | 1 | 2 | May 19, 2026 |
|---|
| Multi-Image Fine-Grained Question Answering | 1 | 1 | Feb 20, 2026 |
|---|
| Multimodal Sentiment Regression | 1 | 1 | Feb 20, 2026 |
|---|
| Action-Conditioned Temporal Grounded Reasoning | 1 | 1 | Feb 20, 2026 |
|---|
| Action-Conditioned Person Grounded Reasoning | 1 | 1 | Feb 20, 2026 |
|---|
| Action-Conditioned Object Grounded Reasoning | 1 | 1 | Feb 20, 2026 |
|---|
| Color Association Prediction | 1 | 1 | Feb 18, 2026 |
|---|
| Action-Conditioned Hand-Object Co-Grounded Reasoning | 1 | 1 | Feb 20, 2026 |
|---|
| Shape Association Prediction | 1 | 1 | Feb 18, 2026 |
|---|
| SIRST Detection | 1 | 1 | Feb 20, 2026 |
|---|
| Guided caption generation | 1 | 1 | Feb 18, 2026 |
|---|
| Groundability Classification | 1 | 1 | Feb 18, 2026 |
|---|