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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 |
|---|---|---|---|---|
| ID Transfer | 1 | 1 | Feb 19, 2026 | |
| Sequential MNIST resolution generalization | 1 | 1 | Feb 18, 2026 | |
| Homography fitting | 1 | 1 | Feb 18, 2026 | |
| instance-aware caption generation | 1 | 1 | Feb 19, 2026 | |
| Multi-stage Vision-and-Language Navigation | 1 | 1 | Feb 20, 2026 | |
| Video Frame Sampling | 1 | 1 | Feb 20, 2026 | |
| BEV Foreground Segmentation | 1 | 1 | Feb 18, 2026 | |
| Bottom-up human pose estimation | 1 | 1 | Feb 18, 2026 | |
| Closed-set MOT Track mAP comparison |
| 1 |
| 1 |
| Feb 18, 2026 |
| Vegetable Classification | 1 | 1 | Feb 20, 2026 |
|---|
| Spoilage Detection | 1 | 1 | Feb 20, 2026 |
|---|
| Diabetic Retinopathy Grading Classification | 1 | 1 | Feb 18, 2026 |
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| Text-based Video Retrieval | 1 | 2 | Feb 27, 2026 |
|---|
| Amodal Grounding | 1 | 1 | Feb 20, 2026 |
|---|
| Multi-layer Virtual Try-On | 1 | 1 | Feb 20, 2026 |
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| Retinal Image Enhancement | 1 | 1 | Feb 20, 2026 |
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| Continuous Sign Language Capture | 1 | 1 | Feb 18, 2026 |
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| Person Hallucination | 1 | 1 | Feb 18, 2026 |
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| Stereo Pose Recovery | 1 | 1 | Feb 20, 2026 |
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| Scene Hallucination | 1 | 1 | Feb 18, 2026 |
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| Two-class Erythrocyte Classification | 1 | 1 | Feb 27, 2026 |
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| Long-term trajectory forecasting | 1 | 2 | Feb 18, 2026 |
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| Erythrocyte Shape Classification | 1 | 1 | Feb 27, 2026 |
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| Erythrocyte Detection | 1 | 1 | Feb 27, 2026 |
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| Three-class Red Blood Cell Classification | 1 | 1 | Feb 27, 2026 |
|---|