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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 |
|---|---|---|---|---|
| Unsupervised image classification | 12 | 2 | Feb 18, 2026 | |
| Neural response prediction | 12 | 2 | Feb 20, 2026 | |
| Light Field Image Super-Resolution | 12 | 1 | Feb 22, 2026 | |
| Backdoor Removal | 12 | 3 | Apr 14, 2026 | |
| Human-Object Interaction Generation | 12 | 9 | Jun 23, 2026 | |
| Class-incremental classification | 12 | 3 | Jul 1, 2026 | |
| BEV Semantic Segmentation | 12 | 10 | May 26, 2026 | |
| Fine-grained Visual Recognition | 12 | 6 | May 18, 2026 | |
| Polyp Detection |
| 12 |
| 5 |
| Mar 10, 2026 |
| Attitude Estimation | 12 | 6 | Jul 8, 2026 |
|---|
| HSI Denoising | 12 | 4 | Apr 15, 2026 |
|---|
| Explanation Faithfulness | 12 | 6 | Apr 1, 2026 |
|---|
| Character Recognition | 12 | 8 | Jun 30, 2026 |
|---|
| Multimodal Segmentation | 12 | 2 | Mar 17, 2026 |
|---|
| Human-Object Interaction Reconstruction | 12 | 5 | Jun 30, 2026 |
|---|
| Turbulence mitigation | 12 | 4 | Mar 24, 2026 |
|---|
| Cell classification | 12 | 9 | Jun 4, 2026 |
|---|
| Backdoor Attack Evaluation | 12 | 6 | Jun 26, 2026 |
|---|
| CSI Reconstruction | 12 | 1 | Feb 21, 2026 |
|---|
| Saliency map evaluation | 12 | 7 | Jun 19, 2026 |
|---|
| Dense Captioning | 12 | 10 | Jul 7, 2026 |
|---|
| Image Question Answering | 12 | 18 | May 28, 2026 |
|---|
| Single-molecule localization | 12 | 1 | Feb 20, 2026 |
|---|
| Concept-based Classification | 12 | 4 | Jun 15, 2026 |
|---|
| Adverb recognition | 12 | 2 | Feb 27, 2026 |
|---|