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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 |
|---|---|---|---|---|
| Grounded OCR | 1 | 1 | Feb 19, 2026 | |
| Text SR | 1 | 1 | Apr 24, 2026 | |
| 3-Task Learning | 1 | 1 | Feb 27, 2026 | |
| Full-page OCR | 1 | 1 | Feb 19, 2026 | |
| Counterfactual Visual Explanation (Smile attribute) | 1 | 1 | Feb 18, 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 |
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| instance-aware caption generation | 1 | 1 | Feb 19, 2026 |
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| Multi-stage Vision-and-Language Navigation | 1 | 1 | Feb 20, 2026 |
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| Video Frame Sampling | 1 | 1 | Feb 20, 2026 |
|---|
| BEV Foreground Segmentation | 1 | 1 | Feb 18, 2026 |
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| Bottom-up human pose estimation | 1 | 1 | Feb 18, 2026 |
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| Closed-set MOT Track mAP comparison | 1 | 1 | Feb 18, 2026 |
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| Vegetable Classification | 1 | 1 | Feb 20, 2026 |
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| Spoilage Detection | 1 | 1 | Feb 20, 2026 |
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| Diabetic Retinopathy Grading Classification | 1 | 1 | Feb 18, 2026 |
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| Text-based Video Retrieval | 1 | 2 | Feb 27, 2026 |
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