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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 |
|---|---|---|---|---|
| Patch Classification | 20 | 3 | Feb 18, 2026 | |
| RGBT Tracking | 20 | 19 | May 6, 2026 | |
| Open-ended Video Question Answering | 20 | 18 | Jul 3, 2026 | |
| Building Extraction | 20 | 13 | Jul 3, 2026 | |
| Image-Text Matching | 20 | 12 | Jul 2, 2026 | |
| Camera Calibration | 20 | 10 | Jul 7, 2026 | |
| Cell-level type identification | 20 | 1 | Mar 4, 2026 | |
| Patch-Level Classification | 20 | 7 | May 26, 2026 | |
| Full Reference Image Quality Assessment |
| 20 |
| 11 |
| Apr 23, 2026 |
| Binary Segmentation | 20 | 15 | May 12, 2026 |
|---|
| 2D Pose Estimation | 20 | 11 | Apr 8, 2026 |
|---|
| Inverse Rendering | 20 | 12 | Jul 3, 2026 |
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| Continual Semantic Segmentation | 20 | 12 | May 27, 2026 |
|---|
| Continual Anomaly Detection | 20 | 5 | Jul 7, 2026 |
|---|
| CT Image Reconstruction | 20 | 10 | Jul 1, 2026 |
|---|
| Four-class classification | 20 | 3 | Apr 8, 2026 |
|---|
| Compositional Zero-Shot Learning | 20 | 12 | Jul 8, 2026 |
|---|
| Image Captioning Evaluation | 20 | 17 | Jun 30, 2026 |
|---|
| Iris Recognition | 19 | 4 | Jul 7, 2026 |
|---|
| Interactive Medical Image Segmentation | 19 | 4 | May 26, 2026 |
|---|
| Formula Recognition | 19 | 7 | May 19, 2026 |
|---|
| Vision-Language Modeling | 19 | 2 | Jun 17, 2026 |
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| Affordance Segmentation | 19 | 6 | May 6, 2026 |
|---|
| Base-to-novel generalization | 19 | 17 | Jul 8, 2026 |
|---|
| Bag-level classification | 19 | 4 | Jun 11, 2026 |
|---|