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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 |
|---|---|---|---|---|
| Generalized Zero-Shot Classification | 1 | 1 | Feb 18, 2026 | |
| Multi-organ abdominal segmentation | 1 | 2 | Apr 10, 2026 | |
| RGB-E Tracking | 1 | 4 | May 6, 2026 | |
| Slide Question Answering | 1 | 3 | May 15, 2026 | |
| Real-time visual perception and backward tracing | 1 | 1 | Feb 19, 2026 | |
| Frame-level Mouse Behavior Analysis | 1 | 1 | Feb 27, 2026 | |
| Video re-rendering consistency | 1 | 1 | Feb 19, 2026 | |
| Open-set taxonomic classification | 1 | 1 | Feb 19, 2026 | |
| Album Retrieval |
| 1 |
| 1 |
| Feb 18, 2026 |
| Brain Tumor and Metastasis Segmentation | 1 | 1 | Feb 19, 2026 |
|---|
| Multi-organ Abdominal Trauma Classification | 1 | 1 | Feb 19, 2026 |
|---|
| Secure Inference (AlexNet) | 1 | 1 | Feb 19, 2026 |
|---|
| Grounded OCR | 1 | 1 | Feb 19, 2026 |
|---|
| 3-Task Learning | 1 | 1 | Feb 27, 2026 |
|---|
| Full-page OCR | 1 | 1 | Feb 19, 2026 |
|---|
| Line-level OCR | 1 | 1 | Feb 19, 2026 |
|---|
| Relationship recognition | 1 | 1 | Feb 27, 2026 |
|---|
| JPEG image restoration | 1 | 1 | Feb 18, 2026 |
|---|
| Color-guided OCR | 1 | 1 | Feb 19, 2026 |
|---|
| Scene Description Generation | 1 | 1 | Feb 19, 2026 |
|---|
| Camera Movement Transfer | 1 | 1 | Feb 19, 2026 |
|---|
| Two-view motion fitting | 1 | 1 | Feb 18, 2026 |
|---|
| ID Transfer | 1 | 1 | Feb 19, 2026 |
|---|
| Sequential MNIST resolution generalization | 1 | 1 | Feb 18, 2026 |
|---|
| Homography fitting | 1 | 1 | Feb 18, 2026 |
|---|