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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 |
|---|---|---|---|---|
| Object Hallucination Assessment | 9 | 16 | Jul 7, 2026 | |
| Destination Prediction | 9 | 3 | Jul 7, 2026 | |
| Spectral Super-Resolution | 9 | 5 | May 14, 2026 | |
| Nuclei Classification | 9 | 9 | Jun 30, 2026 | |
| Long-tail Image Classification | 9 | 14 | Feb 27, 2026 | |
| Generic Event Boundary Detection | 9 | 7 | Jun 11, 2026 | |
| Behavior Classification | 9 | 6 | May 26, 2026 | |
| Referring Video Segmentation | 9 | 28 | May 15, 2026 | |
| Grounding segmentation |
| 9 |
| 1 |
| Feb 18, 2026 |
| Building Height Estimation | 9 | 3 | Apr 1, 2026 |
|---|
| Low-shot recognition | 9 | 3 | Feb 18, 2026 |
|---|
| Multispectral Image Reconstruction | 9 | 1 | Feb 18, 2026 |
|---|
| Fluid motion estimation | 9 | 1 | Feb 27, 2026 |
|---|
| Reading Order Prediction | 9 | 2 | Jul 2, 2026 |
|---|
| Traffic Sign Classification | 9 | 5 | Jun 30, 2026 |
|---|
| Multi-choice Video Question Answering | 9 | 14 | Jun 16, 2026 |
|---|
| Exemplar-based image translation | 9 | 2 | Feb 18, 2026 |
|---|
| Object Rearrangement | 9 | 6 | Jun 18, 2026 |
|---|
| Heart Segmentation | 9 | 3 | May 12, 2026 |
|---|
| Text-to-image person search | 9 | 1 | Mar 4, 2026 |
|---|
| Distance Estimation | 9 | 5 | Jul 8, 2026 |
|---|
| Visual Fidelity | 9 | 3 | Jun 26, 2026 |
|---|
| Document Tampering Localization | 9 | 2 | Jun 23, 2026 |
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| Pixel-level Localization | 9 | 2 | Jun 4, 2026 |
|---|
| Illuminant Estimation | 9 | 5 | Jun 15, 2026 |
|---|