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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 |
|---|---|---|---|---|
| Visual Question Answering and Reasoning | 1 | 1 | Feb 18, 2026 | |
| Long Audio-Video Question Answering | 1 | 2 | Feb 20, 2026 | |
| Lesion boundary segmentation | 1 | 3 | Feb 18, 2026 | |
| Image | 1 | 1 | Feb 19, 2026 | |
| Diverse Human Motion Prediction | 1 | 1 | Feb 18, 2026 | |
| Pathological Detection and Segmentation | 1 | 1 | Feb 18, 2026 | |
| Top-left item classification | 1 | 1 | Feb 18, 2026 | |
| Multimodal Future Prediction | 1 | 1 | Feb 19, 2026 | |
| Bottom-right item classification |
| 1 |
| 1 |
| Feb 18, 2026 |
| 6-continent classification | 1 | 1 | Feb 19, 2026 |
|---|
| Top-left digit classification | 1 | 1 | Feb 18, 2026 |
|---|
| Fundus Segmentation | 1 | 2 | Feb 18, 2026 |
|---|
| Bottom-right digit classification | 1 | 1 | Feb 18, 2026 |
|---|
| Salience detection | 1 | 1 | Feb 19, 2026 |
|---|
| Top-left fashion item classification | 1 | 1 | Feb 18, 2026 |
|---|
| Spectral Visual Inspection | 1 | 1 | Feb 19, 2026 |
|---|
| Bottom-right fashion item classification | 1 | 1 | Feb 18, 2026 |
|---|
| Pairwise Solution Preference Prediction | 1 | 1 | Feb 19, 2026 |
|---|
| View-change prediction | 1 | 1 | Feb 19, 2026 |
|---|
| Classification and Explainability | 1 | 1 | Feb 19, 2026 |
|---|
| Open-Set Verification | 1 | 1 | Feb 18, 2026 |
|---|
| Chapter Segmentation | 1 | 1 | Feb 19, 2026 |
|---|
| Stored Household Item location prediction | 1 | 1 | Feb 19, 2026 |
|---|
| NL2Chart | 1 | 1 | Feb 19, 2026 |
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| Chart Schema Parsing | 1 | 1 | Feb 19, 2026 |
|---|